| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Re-identification | Market 1501 | mAP96 | 999 | |
| Person Re-identification | Market-1501 (train) | Rank-1 Acc65.7 | 80 | |
| Person Re-identification | Market-1501 to MSMT17 | mAP48.3 | 50 | |
| Person Re-identification | Market-1501 Multi. Query 1.0 | Rank-1 Acc97.3 | 48 | |
| Person Re-identification | Market-1501 Single Query 1.0 | Rank-1 Acc89.9 | 33 | |
| Person Re-identification | Market1501 (train Order-2) | mAP68.1 | 19 | |
| Person Re-identification | Market-SCT | Rank-1 Accuracy (R-1)87.1 | 17 | |
| Person Re-identification | Market (test) | mAP93 | 14 | |
| Pose-guided Human Image Generation | Market-1501 | R2G Score35.76 | 13 | |
| Transaction Forecasting | Market Customer Average (test) | MSE0.094 | 11 | |
| Transaction Forecasting | Market Payment Average (test) | MSE0.072 | 11 | |
| Transaction Forecasting | Market Terminal Average (test) | MSE0.065 | 11 | |
| Transaction Forecasting | Market Finance Average (test) | MSE0.184 | 11 | |
| Transaction Forecasting | Market Wealth Average (test) | MSE0.345 | 11 | |
| Transaction Forecasting | Market Merchant Average (test) | MSE0.072 | 11 | |
| Transaction Forecasting | Market Merchant 144 (test) | MSE0.086 | 11 | |
| Transaction Forecasting | Market Merchant 72 (test) | MSE0.079 | 11 | |
| Transaction Forecasting | Market Merchant 24 (test) | MSE0.066 | 11 | |
| Transaction Forecasting | Market Merchant 12 (test) | MSE0.058 | 11 | |
| Unsupervised Object Re-ID | Market-1501 (test) | mAP73.1 | 7 | |
| Image Generation | Market-1501 | FID7.22 | 6 | |
| Person Re-identification | Market-1501 | Inference Latency (ms)3.4 | 6 | |
| Person Re-identification | Market | FID27.05 | 4 | |
| Pedestrian Attribute Recognition | Market1501 | mA85.38 | 3 |