Action Quality Assessment on MTL-AQA (test)
89.6Spearman CorrelationC3D-AVG-STL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| C3D-AVG-STLCNN=3D, #Fr.=962019.12 | 89.6 | — | — | |
| C3D-LSTMCNN=3D, #Fr.=962019.12 | 84.89 | — | — | |
| MSCADC-STLCNN=3D, #Fr.=162019.12 | 84.72 | — | — | |
| HalluciNet (R18)CNN=2D, #Fr.=62019.12 | 83.51 | — | — | |
| HalluciNet (VGG11)CNN=2D, #Fr.=62019.12 | 82.7 | — | — | |
| VGG11CNN=2D, #Fr.=62019.12 | 80.39 | — | — | |
| C3D-SVRCNN=3D, #Fr.=962019.12 | 77.16 | — | — | |
| Pose+DCT#Fr.=962019.12 | 26.82 | — | — | |
| RICA2+Exemplar usage=Exemplar-free2024.08 | 0.962 | 0.228 | — | |
| TPTExemplar usage=Exemplar-based2024.08 | 0.9607 | 0.2378 | -0.1111 | |
| RICA2Exemplar usage=Exemplar-free2024.08 | 0.9594 | 0.258 | 0.6 | |
| DAE-CoReExemplar usage=Exemplar-based2024.08 | 0.9589 | — | — | |
| FineParser2024.05 | 0.9585 | 0.2411 | — | |
| CoRe2024.05 | 0.9512 | 0.26 | — | |
| CoReExemplar usage=Exemplar-based2024.08 | 0.9512 | 0.26 | — | |
| DAE-MTExemplar usage=Exemplar-free2024.08 | 0.949 | 0.2738 | -0.4222 | |
| TSA-Net2024.05 | 0.9422 | — | — | |
| TSA-NetExemplar usage=Exemplar-based2024.08 | 0.9422 | — | — | |
| MUSDL2024.05 | 0.9273 | 0.451 | — | |
| MUSDLExemplar usage=Exemplar-free2024.08 | 0.9273 | 0.451 | -0.0667 | |
| USDL2024.05 | 0.9231 | 0.468 | — | |
| USDLExemplar usage=Exemplar-free2024.08 | 0.9231 | 0.468 | 0.1556 | |
| DAEExemplar usage=Exemplar-free2024.08 | 0.9231 | — | — | |
| C3D-AVG-MTL2024.05 | 0.9044 | — | — | |
| C3D-AVG-MTLExemplar usage=Exemplar-free2024.08 | 0.9044 | — | — | |
| C3D-AVG-STL2024.05 | 0.896 | — | — | |
| C3D-LSTM2024.05 | 0.8489 | — | — | |
| C3D-SVR2024.05 | 0.7716 | — | — | |
| Pose+DCT2024.05 | 0.2682 | — | — |