| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Gait3D | PSGait-D | R-1 Acc81.2 | 84 | 1mo ago | |
| CASIA-B NM (Normal) (NM#5-6 probe) | Acc (54°)99.3 | 80 | 19d ago | ||
| CCGR (test) | R-1 Easy Acc97.6 | 78 | 3mo ago | ||
| CASIA-B CL (Coat) #1-2 (probe) | TriGait | Mean Accuracy94.3 | 64 | 3mo ago | |
| CASIA-B (test) | BigGait | Rank-1 Accuracy (NM)100 | 54 | 1mo ago | |
| GREW | GaitSnippet | Rank-1 Accuracy81.7 | 53 | 1mo ago | |
| SUSTech1K (test) | LMGait | Rank-1 Accuracy (Overall)97.1 | 52 | 2d ago | |
| CASIA-B BG (Bag) (BG#1-2 probe) | MCAT | Mean Accuracy96.2 | 48 | 3mo ago | |
| Gait3D (test) | SilLang-GL | Rank-1 Accuracy78.4 | 47 | 1mo ago | |
| SUSTech1K | BigGait | Rank-5 Acc98.7 | 41 | 12d ago | |
| OUMVLP (test) | GaitMM | Mean Rank-1 Accuracy97 | 40 | 19d ago | |
| GREW (test) | GLGait | Rank-1 Accuracy82.8 | 35 | 2mo ago | |
| CCPG | GaitGraph2 | CL5 | 32 | 3mo ago | |
| CCPG (test) | RRS-Gait-S | Rank-1 Accuracy (CL)91.8 | 30 | 1mo ago | |
| CASIA-B | BigGait | Recognition Rate (NM)100 | 26 | 12d ago | |
| CCGR Mixed-Covariate Gallery: Normal 1 | Rank-1 Accuracy94.5 | 24 | 3mo ago | ||
| CASIA-B LT (74 subjects) NM#5-6 (probe) | GaitMM | Rank-1 Accuracy (0°)97.2 | 24 | 19d ago | |
| SUSTech1K 1.0 (test) | SketchGait | Accuracy (NM)97.1 | 19 | 2mo ago | |
| CCPG Mean | SketchGait | Rank-1 Accuracy93.1 | 18 | 2mo ago | |
| CCPG BG | SketchGait | Rank-1 Accuracy97 | 18 | 2mo ago | |
| CCPG DN | SketchGait | Rank-1 Accuracy93.8 | 18 | 2mo ago | |
| CCPG (UP) | SketchGait | Rank-1 Accuracy94.4 | 18 | 2mo ago | |
| CCPG | XGait | Rank-1 Accuracy87.7 | 18 | 2mo ago | |
| SUSTech1K (Probe Sequence) | DeepGaitV2-P3D | Rank-1 Accuracy (Normal)86.9 | 16 | 2mo ago | |
| OU-MVLP excluding identical-view cases v1 (test) | MCAT | Mean Rank-1 Accuracy97.5 | 16 | 3mo ago |
