Datasets:
Download threshold_sweep.csv from NoeFlandre/benchmark-llms-landuse-relevance: direct link, hf CLI and curl.
- Browser
- Download file 21.1 kB
-
https://huggingface.co/datasets/NoeFlandre/benchmark-llms-landuse-relevance/resolve/main/threshold_sweep.csv
- Command line
-
hf download hf://datasets/NoeFlandre/benchmark-llms-landuse-relevance/threshold_sweep.csv
-
curl -L -o threshold_sweep.csv https://huggingface.co/datasets/NoeFlandre/benchmark-llms-landuse-relevance/resolve/main/threshold_sweep.csv
21.1 kB
| model_id,threshold,language_count,n_items_total,accuracy_macro,balanced_accuracy_macro,f1_macro,precision_macro,recall_macro,matthews_corrcoef_macro,roc_auc_macro | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.0001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.0003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.01,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.03,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.1,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.2,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.3,85,25500,0.5333,0.4999,0.6956,0.5333,0.9999,-0.0009,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.4,85,25500,0.5327,0.4995,0.6949,0.5331,0.9978,-0.0043,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.5,85,25500,0.5412,0.5201,0.6571,0.5456,0.8361,0.0593,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.6,85,25500,0.5009,0.5202,0.3024,0.5665,0.2304,0.0454,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.7,85,25500,0.4713,0.5032,0.0413,0.3475,0.024,0.0017,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.8,85,25500,0.4668,0.5,0.0022,0.0569,0.0011,0.0003,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,0.9,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.5409 | |
| Alibaba-NLP/gte-multilingual-reranker-base,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.5409 | |
| BalaRajesh1/mmbert-small-nli,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.0001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.0003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.01,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.03,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.1,85,25500,0.5332,0.4999,0.6956,0.5333,0.9998,-0.0019,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.2,85,25500,0.5331,0.4998,0.6955,0.5332,0.9996,-0.0031,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.3,85,25500,0.5331,0.4998,0.6954,0.5332,0.9994,-0.0036,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.4,85,25500,0.5329,0.4996,0.6952,0.5331,0.999,-0.0071,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.5,85,25500,0.5327,0.4994,0.695,0.533,0.9985,-0.0105,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.6,85,25500,0.5325,0.4993,0.6949,0.533,0.9979,-0.0111,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.7,85,25500,0.5322,0.4991,0.6944,0.5329,0.9965,-0.0136,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.8,85,25500,0.5319,0.4988,0.6939,0.5327,0.9948,-0.0171,0.4992 | |
| BalaRajesh1/mmbert-small-nli,0.9,85,25500,0.532,0.4998,0.6914,0.5332,0.9833,-0.0009,0.4992 | |
| BalaRajesh1/mmbert-small-nli,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.4992 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.0001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.0003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.01,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.03,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.1,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.2,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.3,85,25500,0.5334,0.5001,0.6957,0.5334,1.0,0.0015,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.4,85,25500,0.5338,0.5005,0.6958,0.5336,1.0,0.0051,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.5,85,25500,0.5353,0.5022,0.6965,0.5344,0.9998,0.0191,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.6,85,25500,0.545,0.5127,0.7005,0.54,0.9973,0.0791,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.7,85,25500,0.5687,0.5386,0.7104,0.5548,0.9896,0.1637,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.8,85,25500,0.6285,0.6065,0.7307,0.6031,0.9376,0.2867,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,0.9,85,25500,0.6927,0.6884,0.721,0.7109,0.754,0.3942,0.7773 | |
| LiquidAI/LFM2.5-2.6B@logprob,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.7773 | |
| LiquidAI/LFM2.5-Encoder-350M,0.0,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,1e-05,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,3e-05,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.0001,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.0003,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.001,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.003,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.01,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.03,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.1,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.2,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.3,15,4500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.4,15,4500,0.5336,0.5002,0.6958,0.5335,1.0,0.0041,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.5,15,4500,0.534,0.5007,0.696,0.5337,1.0,0.01,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.6,15,4500,0.5344,0.5012,0.6961,0.5339,0.9996,0.0168,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.7,15,4500,0.5353,0.5022,0.6964,0.5344,0.9992,0.0294,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.8,15,4500,0.5371,0.5043,0.6967,0.5355,0.9967,0.0453,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,0.9,15,4500,0.5476,0.5171,0.6966,0.5424,0.9746,0.0912,0.5462 | |
| LiquidAI/LFM2.5-Encoder-350M,1.0,15,4500,0.4667,0.5,0.0,0.0,0.0,0.0,0.5462 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.0001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.0003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.003,85,25500,0.5334,0.5001,0.6956,0.5334,0.9999,0.0009,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.01,85,25500,0.5365,0.5037,0.6963,0.5352,0.9963,0.0366,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.03,85,25500,0.572,0.5447,0.7041,0.5579,0.9545,0.1563,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.1,85,25500,0.632,0.6226,0.6882,0.6288,0.7624,0.2573,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.2,85,25500,0.6149,0.6197,0.6006,0.6711,0.5465,0.2418,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.3,85,25500,0.5723,0.5872,0.4726,0.686,0.3639,0.193,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.4,85,25500,0.526,0.549,0.3113,0.6854,0.2043,0.1327,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.5,85,25500,0.496,0.5247,0.1629,0.6957,0.0935,0.0929,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.6,85,25500,0.4816,0.5136,0.0652,0.8344,0.0342,0.0903,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.7,85,25500,0.4711,0.5041,0.0188,0.7614,0.0096,0.0494,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.8,85,25500,0.4674,0.5007,0.0029,0.2118,0.0015,0.0112,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,0.9,85,25500,0.4667,0.5001,0.0003,0.0235,0.0001,0.0013,0.6651 | |
| MoritzLaurer/bge-m3-zeroshot-v2.0,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6651 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.0001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.0003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.01,85,25500,0.5333,0.5,0.6956,0.5333,0.9999,-0.0006,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.03,85,25500,0.5331,0.4998,0.6955,0.5332,0.9996,-0.0031,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.1,85,25500,0.5331,0.4998,0.6954,0.5332,0.9994,-0.0029,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.2,85,25500,0.5331,0.4998,0.6953,0.5332,0.999,-0.0028,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.3,85,25500,0.5332,0.4999,0.6954,0.5333,0.999,-0.0009,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.4,85,25500,0.5333,0.5001,0.6953,0.5334,0.9985,0.0014,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.5,85,25500,0.5332,0.5,0.695,0.5333,0.9975,-0.0,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.6,85,25500,0.5327,0.4997,0.6943,0.5332,0.9951,-0.0025,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.7,85,25500,0.5323,0.4995,0.6933,0.5331,0.9912,-0.0016,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.8,85,25500,0.5301,0.498,0.6898,0.5323,0.9799,-0.0149,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,0.9,85,25500,0.5299,0.5009,0.68,0.5338,0.9368,0.005,0.5284 | |
| MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.5284 | |
| Qwen/Qwen3-Reranker-0.6B,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,1e-05,85,25500,0.5629,0.534,0.7026,0.5518,0.9674,0.1358,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,3e-05,85,25500,0.5814,0.5594,0.6943,0.5707,0.8896,0.1518,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.0001,85,25500,0.5984,0.5866,0.6701,0.6017,0.7631,0.1825,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.0003,85,25500,0.5945,0.593,0.6177,0.6278,0.6161,0.187,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.001,85,25500,0.5771,0.587,0.5217,0.6615,0.4373,0.1841,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.003,85,25500,0.5501,0.5699,0.3888,0.6987,0.2728,0.171,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.01,85,25500,0.5178,0.5451,0.2256,0.7559,0.1347,0.1488,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.03,85,25500,0.4914,0.5225,0.1019,0.7863,0.0553,0.1107,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.1,85,25500,0.4742,0.5069,0.0303,0.6584,0.0157,0.0567,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.2,85,25500,0.4705,0.5035,0.0146,0.5216,0.0074,0.0388,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.3,85,25500,0.4684,0.5016,0.0064,0.3412,0.0032,0.0214,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.4,85,25500,0.4676,0.5009,0.0035,0.2235,0.0018,0.0134,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.5,85,25500,0.4674,0.5007,0.0026,0.1882,0.0013,0.0107,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.6,85,25500,0.467,0.5003,0.0013,0.1059,0.0007,0.0057,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.7,85,25500,0.4668,0.5001,0.0004,0.0353,0.0002,0.0019,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.8,85,25500,0.4667,0.5,0.0001,0.0118,0.0001,0.0006,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,0.9,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6353 | |
| Qwen/Qwen3-Reranker-0.6B,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6353 | |
| Qwen/Qwen3-Reranker-4B,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.7051 | |
| Qwen/Qwen3-Reranker-4B,1e-05,85,25500,0.5335,0.5002,0.6957,0.5334,1.0,0.0036,0.7051 | |
| Qwen/Qwen3-Reranker-4B,3e-05,85,25500,0.5341,0.5008,0.696,0.5338,1.0,0.0128,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.0001,85,25500,0.5369,0.5038,0.6973,0.5353,1.0,0.0441,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.0003,85,25500,0.5456,0.5132,0.7012,0.54,0.9994,0.1046,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.001,85,25500,0.566,0.5353,0.71,0.5518,0.9957,0.1803,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.003,85,25500,0.6016,0.5751,0.723,0.5756,0.973,0.2472,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.01,85,25500,0.6405,0.6237,0.7223,0.617,0.8752,0.2882,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.03,85,25500,0.6447,0.6435,0.6646,0.6762,0.6613,0.2897,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.1,85,25500,0.5803,0.599,0.4428,0.7633,0.3176,0.2402,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.2,85,25500,0.5235,0.5511,0.2312,0.8138,0.1372,0.1754,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.3,85,25500,0.496,0.5266,0.1233,0.8288,0.0679,0.1246,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.4,85,25500,0.4831,0.5148,0.0722,0.7851,0.0385,0.0871,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.5,85,25500,0.4758,0.5082,0.0412,0.6846,0.0215,0.0592,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.6,85,25500,0.4705,0.5034,0.018,0.5378,0.0093,0.0321,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.7,85,25500,0.4683,0.5014,0.0079,0.3408,0.004,0.0169,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.8,85,25500,0.4669,0.5002,0.0012,0.0765,0.0006,0.0026,0.7051 | |
| Qwen/Qwen3-Reranker-4B,0.9,85,25500,0.4667,0.5,0.0001,0.0118,0.0001,0.0006,0.7051 | |
| Qwen/Qwen3-Reranker-4B,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.7051 | |
| convaiinnovations/laya-multilingual,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.4871 | |
| convaiinnovations/laya-multilingual,1e-05,85,25500,0.5339,0.5007,0.6958,0.5337,0.9995,0.008,0.4871 | |
| convaiinnovations/laya-multilingual,3e-05,85,25500,0.5339,0.5007,0.6958,0.5337,0.9995,0.008,0.4871 | |
| convaiinnovations/laya-multilingual,0.0001,85,25500,0.5339,0.5007,0.6958,0.5337,0.9995,0.008,0.4871 | |
| convaiinnovations/laya-multilingual,0.0003,85,25500,0.5338,0.5006,0.6957,0.5336,0.9993,0.0064,0.4871 | |
| convaiinnovations/laya-multilingual,0.001,85,25500,0.5339,0.5007,0.6957,0.5337,0.9991,0.0082,0.4871 | |
| convaiinnovations/laya-multilingual,0.003,85,25500,0.534,0.5008,0.6956,0.5337,0.9985,0.0099,0.4871 | |
| convaiinnovations/laya-multilingual,0.01,85,25500,0.5348,0.5017,0.6959,0.5342,0.9979,0.0174,0.4871 | |
| convaiinnovations/laya-multilingual,0.03,85,25500,0.5357,0.5029,0.6959,0.5348,0.9959,0.0246,0.4871 | |
| convaiinnovations/laya-multilingual,0.1,85,25500,0.5358,0.5033,0.6947,0.535,0.9902,0.0267,0.4871 | |
| convaiinnovations/laya-multilingual,0.2,85,25500,0.5356,0.5037,0.6928,0.5352,0.9822,0.0294,0.4871 | |
| convaiinnovations/laya-multilingual,0.3,85,25500,0.5356,0.5042,0.6912,0.5354,0.9752,0.0323,0.4871 | |
| convaiinnovations/laya-multilingual,0.4,85,25500,0.5364,0.5056,0.6898,0.5361,0.9681,0.0383,0.4871 | |
| convaiinnovations/laya-multilingual,0.5,85,25500,0.5351,0.5049,0.6866,0.5356,0.9577,0.0355,0.4871 | |
| convaiinnovations/laya-multilingual,0.6,85,25500,0.534,0.5046,0.683,0.5353,0.9457,0.0341,0.4871 | |
| convaiinnovations/laya-multilingual,0.7,85,25500,0.5321,0.5037,0.6774,0.5343,0.9288,0.0316,0.4871 | |
| convaiinnovations/laya-multilingual,0.8,85,25500,0.5278,0.5014,0.6661,0.5318,0.8971,0.0238,0.4871 | |
| convaiinnovations/laya-multilingual,0.9,85,25500,0.5188,0.4971,0.6377,0.5265,0.8222,0.0039,0.4871 | |
| convaiinnovations/laya-multilingual,1.0,85,25500,0.4673,0.5004,0.0073,0.0298,0.0044,0.0018,0.4871 | |
| fastino/gliner2.5-multi-v1,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,0.0001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,0.0003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,0.001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,0.003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,0.01,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6075 | |
| fastino/gliner2.5-multi-v1,0.03,85,25500,0.5334,0.5001,0.6957,0.5334,1.0,0.001,0.6075 | |
| fastino/gliner2.5-multi-v1,0.1,85,25500,0.5333,0.5,0.6956,0.5333,0.9996,0.0011,0.6075 | |
| fastino/gliner2.5-multi-v1,0.2,85,25500,0.5338,0.5006,0.6956,0.5336,0.9986,0.0096,0.6075 | |
| fastino/gliner2.5-multi-v1,0.3,85,25500,0.5344,0.5014,0.6953,0.534,0.9962,0.0187,0.6075 | |
| fastino/gliner2.5-multi-v1,0.4,85,25500,0.5362,0.5037,0.695,0.5352,0.9911,0.0319,0.6075 | |
| fastino/gliner2.5-multi-v1,0.5,85,25500,0.5408,0.5094,0.6949,0.5382,0.981,0.0639,0.6075 | |
| fastino/gliner2.5-multi-v1,0.6,85,25500,0.5469,0.5172,0.6936,0.5425,0.9629,0.0856,0.6075 | |
| fastino/gliner2.5-multi-v1,0.7,85,25500,0.5509,0.524,0.687,0.5469,0.9275,0.0886,0.6075 | |
| fastino/gliner2.5-multi-v1,0.8,85,25500,0.5604,0.5392,0.6732,0.5579,0.8561,0.1065,0.6075 | |
| fastino/gliner2.5-multi-v1,0.9,85,25500,0.569,0.5607,0.6231,0.5833,0.6851,0.1305,0.6075 | |
| fastino/gliner2.5-multi-v1,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6075 | |
| knowledgator/gliclass-multilang-mini,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6258 | |
| knowledgator/gliclass-multilang-mini,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6258 | |
| knowledgator/gliclass-multilang-mini,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.0001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.0003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.001,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.003,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.01,85,25500,0.5358,0.5027,0.6968,0.5347,1.0,0.0422,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.03,85,25500,0.5527,0.5211,0.7037,0.5441,0.9958,0.138,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.1,85,25500,0.5929,0.5706,0.7035,0.5753,0.9062,0.1944,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.2,85,25500,0.6016,0.5976,0.6353,0.6194,0.6572,0.1987,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.3,85,25500,0.5562,0.5685,0.4741,0.6383,0.3837,0.1465,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.4,85,25500,0.5099,0.5318,0.3,0.6194,0.2026,0.0817,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.5,85,25500,0.4848,0.5126,0.1627,0.6044,0.0965,0.0436,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.6,85,25500,0.4691,0.4996,0.074,0.5031,0.041,-0.0061,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.7,85,25500,0.4643,0.4964,0.0266,0.3608,0.014,-0.0322,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.8,85,25500,0.465,0.4979,0.0068,0.2696,0.0035,-0.0245,0.6258 | |
| knowledgator/gliclass-multilang-mini,0.9,85,25500,0.4667,0.5,0.0007,0.0529,0.0004,-0.0004,0.6258 | |
| knowledgator/gliclass-multilang-mini,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6258 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.0,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,1e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,3e-05,85,25500,0.5333,0.5,0.6957,0.5333,1.0,0.0,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.0001,85,25500,0.5337,0.5004,0.6958,0.5335,1.0,0.0049,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.0003,85,25500,0.537,0.504,0.6971,0.5354,0.9987,0.0303,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.001,85,25500,0.555,0.5249,0.7007,0.5477,0.9757,0.0894,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.003,85,25500,0.5764,0.5601,0.6644,0.5816,0.8048,0.1416,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.01,85,25500,0.5522,0.5608,0.4714,0.6345,0.4318,0.1396,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.03,85,25500,0.5052,0.5307,0.2137,0.6328,0.1479,0.0864,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.1,85,25500,0.4745,0.5062,0.0454,0.4445,0.0302,0.011,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.2,85,25500,0.4685,0.5011,0.0177,0.2153,0.0121,-0.0253,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.3,85,25500,0.469,0.5021,0.01,0.1654,0.006,0.0114,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.4,85,25500,0.4676,0.5008,0.0043,0.0423,0.0024,0.0038,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.5,85,25500,0.467,0.5003,0.0017,0.0418,0.0009,0.0022,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.6,85,25500,0.4668,0.5001,0.0004,0.0235,0.0002,0.0015,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.7,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.8,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,0.9,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6153 | |
| mixedbread-ai/mxbai-rerank-base-v2,1.0,85,25500,0.4667,0.5,0.0,0.0,0.0,0.0,0.6153 | |