MARS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Person Re-ID | MARS | Rank-1 Acc93.2 | 106 | |
| Person Re-identification | MARS (test) | Rank-190 | 72 | |
| Person Re-identification | MARS | Rank-190 | 67 | |
| Video Person Re-identification | MARS (test) | Rank-191.5 | 35 | |
| Video-to-Video Person Re-identification | MARS (test) | Top-1 Accuracy90 | 22 | |
| Video Person Re-Identification | MARS v1 (test) | mAP91.6 | 21 | |
| Multimodal Knowledge Graph Completion | MARS (test) | Hits@10.301 | 16 | |
| Multimodal Analogy Reasoning | MARS (test) | Hits@140.5 | 10 | |
| Image-to-Video Person Re-identification | MARS (test) | Top-1 Acc84.3 | 9 | |
| Time Series Anomaly Detection | Mars | AUC-ROC0.98 | 5 | |
| Video Person Re-identification | MARS 8 (test) | Rank-187.6 | 4 | |
| Person Re-identification | MARS multiple query | Rank-183.03 | 4 | |
| Multimodal Analogical Reasoning | MARS (test) | Hit@116 | 3 |
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