RSTPReid
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-based person search | RSTPReid (test) | R@171.7 | 136 | |
| Text-to-image person retrieval | RSTPReid | Rank-1 Accuracy73.75 | 66 | |
| Text-based Person Re-identification | RSTPReid | Rank-1 Accuracy70.9 | 57 | |
| Text-based Person Re-identification | RSTPReid (test) | Rank-1 Acc70.55 | 52 | |
| Text-to-Image Person Retrieval | RSTPReid (test) | Rank-1 Accuracy69.6 | 17 | |
| Text-based Person Re-identification | RSTPReid coarse-grained (test) | Rank-1 Accuracy72.55 | 15 | |
| Text-to-image person search | RSTPReid 50% noise | R-162.95 | 14 | |
| Text-to-image person search | RSTPReid 20% noise | R-165.05 | 14 | |
| Text-to-Image Person Re-Identification | RSTPReid (test) | Rank-1 Accuracy (R-1)53.4 | 12 | |
| Text-to-image person re-identification | RSTPReid 59 (test) | Rank-1 Recall69.73 | 12 | |
| Image-to-Text Retrieval | RSTPReid (test) | Retrieval Accuracy38 | 10 | |
| Text-to-image person search | RSTPReid 0% noise | Rank-1 Accuracy66.15 | 7 | |
| Sketch-to-Real Person Re-identification | RSTPReid (test) | Rank-1 Accuracy (R1)87.01 | 7 | |
| Infrared-to-Real Person Re-identification | RSTPReid (test) | R185.89 | 6 | |
| Text-to-Image Person Re-Identification | RSTPReid 1.0 (test) | Rank-1 Accuracy55.35 | 4 | |
| Text-to-Image Retrieval | RSTPReID (test) | Delta R@1%18.04 | 3 |
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