Datasets:
File size: 3,563 Bytes
66d036a fe6e4cb 66d036a 744bfa2 66d036a 9c70200 5618ed1 db94f6b 66d036a db94f6b 66d036a babdd59 66d036a db94f6b babdd59 1b2531c babdd59 d1f13d8 0e6d5d6 babdd59 a2e7afa 0e6d5d6 babdd59 4bf21da 66d036a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 | # Task Method 20-Result Matrix
Every method has one record for each of the 20 unified task contracts. Numeric scores appear only where a committed runner or verified package produced that task target.
Legend: `score` = direct numeric task score and `proxy` = documented compact substitute target. The current public matrix is complete at 180/180 scored records; unsupported/not-evaluated labels are retained only for future regression audits.
| Method | Records | Scored | Proxy scored | Scoreless | Status counts |
| --- | ---: | ---: | ---: | ---: | --- |
| Minimal | 20 | 20 | 0 | 0 | scored 20 |
| Neural MLP | 20 | 20 | 0 | 0 | scored 20 |
| 128ep Aligned Simple | 20 | 20 | 1 | 0 | proxy scored 1, scored 19 |
| 128ep Aligned NN | 20 | 20 | 1 | 0 | proxy scored 1, scored 19 |
| 128ep Raw Simple | 20 | 20 | 2 | 0 | proxy scored 2, scored 18 |
| 128ep Raw NN | 20 | 20 | 2 | 0 | proxy scored 2, scored 18 |
| Qwen3-Omni v6 LoRA | 20 | 20 | 0 | 0 | scored 20 |
| Cosmos3-Super Reasoner | 20 | 20 | 0 | 0 | scored 20 |
| Cosmos3-Nano Future Window | 20 | 20 | 0 | 0 | scored 20 |
| # | Task | Min | NN | 128-S | 128-NN | 128-RS | 128-RN | Qwen3 | C3-S | C3-N |
| ---: | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 01 | Action Recognition | score | score | score | score | score | score | score | score | score |
| 02 | Procedure Step Recognition | score | score | score | score | score | score | score | score | score |
| 03 | Action Boundary Detection | score | score | score | score | score | score | score | score | score |
| 04 | Next-Action Prediction | score | score | score | score | score | score | score | score | score |
| 05 | Hand Trajectory Forecasting | score | score | score | score | score | score | score | score | score |
| 06 | Contact State Prediction | score | score | score | score | score | score | score | score | score |
| 07 | Object Relevance Prediction | score | score | score | score | score | score | score | score | score |
| 08 | Language Grounding | score | score | score | score | score | score | score | score | score |
| 09 | Cross-Modal Retrieval | score | score | score | score | score | score | score | score | score |
| 10 | Cross-Modal Reconstruction | score | score | score | score | score | score | score | score | score |
| 11 | Temporal Order Verification | score | score | score | score | score | score | score | score | score |
| 12 | Multimodal Synchronization Detection | score | score | score | score | score | score | score | score | score |
| 13 | Long-Horizon Next-Action Forecasting | score | score | score | score | score | score | score | score | score |
| 14 | Long-Horizon Next-Subtask Forecasting | score | score | score | score | score | score | score | score | score |
| 15 | Interaction Text Prediction | score | score | score | score | proxy | proxy | score | score | score |
| 16 | Action-Object Relation Prediction | score | score | score | score | score | score | score | score | score |
| 17 | Future Object-Set Forecasting | score | score | score | score | score | score | score | score | score |
| 18 | IMU-to-Hand Pose Reconstruction | score | score | score | score | score | score | score | score | score |
| 19 | Camera-View Synchronization Retrieval | score | score | proxy | proxy | proxy | proxy | score | score | score |
| 20 | Time-to-Next-Transition Regression | score | score | score | score | score | score | score | score | score |
Sources and raw values are in `docs/data/task_method_20_result_matrix.json` and `docs/data/unified_task_model_radar.json`.
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