{ "scope": "Fixed product progress metric; not an official benchmark aggregate, significance claim, or proof of overall SOTA.", "baseline_revision": "9e747d2e1d4b97d3081ff4ac2ac79986c7a8da95", "baseline_native_fingerprint": "50ce808197fb43a1b8913a66d4a47339ec66ecd10d52cbd9f9e752d02f8c43fa", "baseline_evaluated_fingerprint": "96d76f97478e114b816df3ab1b3c6947e4c5ef0babfb40ab865d7e3c838d34c4", "candidate_native_fingerprint": "474ad3d52f6ee7f818a3dbb6112e3d66c2423542d08228e7996a8cd600bd99a2", "components": [ { "candidate_100": 66.41835251574038, "component": "common14", "delta_pp": -1.1557204928749676, "parent_100": 67.57407300861536, "weight": 0.3 }, { "candidate_100": 60.781849756549235, "component": "English41_MeanTaskType", "delta_pp": 0.0, "parent_100": 60.781849756549235, "weight": 0.3 }, { "candidate_100": 53.65746394890041, "component": "image3", "delta_pp": 0.0, "parent_100": 53.65746394890041, "weight": 0.2 }, { "candidate_100": 52.33540613685162, "component": "audio19_MeanTaskType", "delta_pp": 5.367592050294833, "parent_100": 46.96781408655678, "weight": 0.2 } ], "weighted_net_delta_pp": 0.7268022621964765, "score_scale": "0–100; deltas in percentage points", "parameter_increase_percent": 20.968150046422096, "common_definition": "Mean of text accuracy (2), image recall (6), and audio recall (6), with equal one-third family weights.", "image3_definition": "Mean of OxfordPets accuracy, TinyImageNetClustering NMI, and OxfordPetsZeroShot accuracy.", "common_metric_delta_pp": { "audio.audio_to_text.recall@1": -1.0340865568747608, "audio.audio_to_text.recall@10": -1.3787820758330127, "audio.audio_to_text.recall@5": -1.8383761011106892, "audio.text_to_audio.recall@1": -5.095785440613029, "audio.text_to_audio.recall@10": -5.287356321839088, "audio.text_to_audio.recall@5": -6.168582375478926, "image.image_to_text.recall@1": 0.0, "image.image_to_text.recall@10": 0.0, "image.image_to_text.recall@5": 0.0, "image.text_to_image.recall@1": 0.0, "image.text_to_image.recall@10": 0.0, "image.text_to_image.recall@5": 0.0, "text.banking77.accuracy": 0.0, "text.massive-en.accuracy": 0.0 }, "audio_task_delta_pp": { "BeijingOpera": 10.549645390070905, "BirdCLEF": 2.2999999999999963, "CREMADPairClassification": 1.0060252268561554, "CREMA_D": 2.2844768445301367, "CREMA_DClustering": 2.8541749889603825, "CommonLanguageAgeDetection": 0.6150000000000017, "GTZANAudioReranking": 6.68200000000001, "GTZANGenre": 11.399999999999999, "IEMOCAPGender": 3.237875602721152, "JamAltArtistA2ARetrieval": 16.90099999999998, "MInDS14": -1.4691308536005643, "MridinghamTonic": 26.05657742038183, "NMSQAPairClassification": -0.3840625955228716, "SIBFLEURS": -0.23211656203982745, "VehicleSoundClustering": -8.525275870377525, "VoxCelebSA": -0.00058896531414665, "VoxPopuliAccentPairClassification": 0.1293630037889515, "VoxPopuliGenderClustering": -0.08127278385060711, "VoxPopuliLanguageID": -0.5999999999999783 }, "audio_aggregate_delta_pp": { "Any2AnyRetrieval": 16.90099999999998, "AudioClassification": 4.921976261522682, "AudioClustering": -1.9174578884225837, "AudioPairClassification": 0.2504418783740858, "AudioReranking": 6.68200000000001, "Mean(Task)": 3.8275626761370307, "Mean(TaskType)": 5.367592050294833 }, "English_and_image_unchanged": true, "event840_in_net": false, "paired_interval_scope": "Fresh paired intervals compare this candidate with the preceding Vela Nano computation. They are not an interval for the all-14 aggregate or the weighted net. An original-small interval was not recomputed for this update." }