| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ACC-MM1-Activities (same-activity) | ABNet | Rank-1 Acc80.43 | 15 | 3mo ago | |
| Charades-AB (same-activity) | ABNet | Rank 145.84 | 15 | 3mo ago | |
| PKU MMD-AB View+ (same-activity) | ABNet | Rank-1 Acc86.83 | 15 | 3mo ago | |
| NTU RGB-AB View+ (same-activity) | ABNet | Rank-1 Acc78.76 | 15 | 3mo ago | |
| MEVID (test) | QME | Rank-1 Accuracy55.7 | 14 | 2mo ago | |
| BRIAR-BGC3 | ABNet | R@134.38 | 7 | 3mo ago | |
| Personal-VCL-Bench Persons | Agentic Context Bank | Accuracy83.25 | 4 | 22d ago | |
| 10 public figures cross-identity manipulation 90 adversarial pairings (test) | Targeted ASR54.4 | 4 | 27d ago | ||
| WiGesture Dataset | CSI-BERT2 | Accuracy99.73 | 4 | 3mo ago | |
| BRIAR (test) | SemReID | Rank-134.84 | 3 | 1mo ago | |
| PAMAP2 | Weakly Supervised Multi-Task Approach | Accuracy98.81 | 1 | 3mo ago | |
| REALDISP | Weakly Supervised Multi-Task Approach | Person Accuracy96.68 | 1 | 3mo ago | |
| ACC-MMI-Activities View+ (cross-activity) | ABNet | Rank-1 Acc68.31 | 1 | 3mo ago | |
| Charades-AB cross-activity View+ | ABNet | Rank 144.82 | 1 | 3mo ago | |
| PKU MMD-AB cross-activity View+ | ABNet | Rank-1 Acc81.44 | 1 | 3mo ago | |
| NTU RGB-AB View+ (cross-activity) | ABNet | Rank-1 Acc77.01 | 1 | 3mo ago |
