Phase Recognition on MISAW
98.08mAPMuST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MuSTReasoning=Multi-scale temporal reasoning2024.07 | 98.08 | — | |
| MuSTBackbone=Multi-Scale Transformer2024.07 | 98.08 | — | |
| single-taskMTL=-, Interpolation=x2025.09 | 97.44 | 89.55 | |
| ALLMTL=5, Interpolation=o2025.09 | 97.41 | 88.44 | |
| TAPISBackbone=MViT2024.07 | 97.14 | — | |
| TAPISBackbone=MViT, Temporal window=fixed2024.07 | 97.14 | — | |
| phase+step+antiMTL=3, Interpolation=x2025.09 | 96.79 | 90.12 | |
| ALLMTL=5, Interpolation=x2025.09 | 96.32 | 88.49 | |
| phase+stepMTL=2, Interpolation=x2025.09 | 96.05 | 90.03 | |
| TECNOInput=CNN per-frame embeddings2024.07 | 95.58 | — | |
| TeCNO2024.07 | 95.58 | — | |
| TAPIRFLOPs (G)=70.8, Param. (M)=36.32022.12 | 94.24 | — | |
| SlowFastFLOPs (G)=81.24, Param. (M)=33.72022.12 | 94.18 | — | |
| Trans-SVNetWindow type=short-term fixed-size2024.07 | 90.38 | — | |
| Trans-SVNetWindow=short-term fixed-size, Prediction=per-frame2024.07 | 90.38 | — |