Sign Language Recognition on WLASL2000 v1.0 (test)
0.6126Per-instance Top-1 AccNLA-SLR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NLA-SLRInference crops=3-crop2023.03 | 0.6126 | 91.77 | 58.31 | 90.91 | |
| NLA-SLRInference crops=1-crop2023.03 | 0.6105 | 91.45 | 58.05 | 90.7 | |
| SAM-SLR-v2Inference crops=5-crop, Modalities=RGB, optical flow, depth map, depth flow2023.03 | 0.5939 | 91.48 | 56.63 | 90.89 | |
| SAM-SLRInference crops=5-crop, Modalities=RGB, optical flow, depth map, depth flow2023.03 | 0.5873 | 91.46 | 55.93 | 90.94 | |
| SignBERT+Extra data=true2023.03 | 0.5469 | 87.49 | 52.08 | 86.93 | |
| BESTModalities=RGB2023.03 | 0.5459 | 88.08 | 52.12 | 87.28 | |
| HMAModalities=RGB2023.03 | 0.5139 | 86.34 | 48.75 | 85.74 | |
| BSLInference crops=multi-crop, Sliding window stride=8 frames2023.03 | 0.4682 | 79.36 | 44.72 | 78.47 | |
| ST-GCNModalities=Keypoints2023.03 | 0.344 | 66.57 | 32.53 | 65.45 | |
| Fusion-3Modalities=RGB2023.03 | 0.3384 | 67.58 | — | — | |
| I3DModalities=RGB2023.03 | 0.3248 | 57.31 | — | — | |
| OpenHandsModalities=RGB2023.03 | 0.306 | — | — | — |