Image Retrieval on MSCOCO 5-fold 1K (test)
65.7Recall@1RCAR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RCARWarm-up=true, Model Variant=All2023.03 | 65.7 | 91.4 | 96.4 | — | |
| GPOWarm-up=true, Ensemble=true2023.03 | 64.8 | 91.6 | 96.5 | — | |
| ESC (CVPR'24)Noise=0.22026.06 | 64.8 | 90.7 | 96 | 526.8 | |
| GSC (CVPR'24)Noise=0.22026.06 | 64.4 | 90.6 | 95.9 | 525.7 | |
| SPS (IJCAI'24)Noise=0.22026.06 | 64.3 | 90.5 | 95.8 | 525.5 | |
| L2RM (CVPR'24)Noise=0.22026.06 | 64.2 | 90.1 | 95.4 | 524.7 | |
| IN2RNoise=0.22026.06 | 64.2 | 90.5 | 95.9 | 527.3 | |
| RCARModel Variant=All2023.03 | 64.1 | 90.5 | 95.8 | — | |
| RCARWarm-up=true, Model Variant=T2I2023.03 | 63.9 | 90.7 | 95.9 | — | |
| RCARWarm-up=true, Model Variant=I2T2023.03 | 63.8 | 90.4 | 95.8 | — | |
| PCSR (AAAI'24)Noise=0.22026.06 | 63.8 | 89.7 | 95.1 | 525.4 | |
| BiCro (CVPR'23)Noise=0.22026.06 | 63.7 | 90.3 | 95.7 | 523.2 | |
| IN2RNoise=0.42026.06 | 63.4 | 90.1 | 95.4 | 523.2 | |
| GSMNBackbone=ResNet-101 BUTD [5]2023.03 | 63.3 | 90.1 | 95.7 | — | |
| CREAM (TIP'24)Noise=0.22026.06 | 63.3 | 90.5 | 95.3 | 523 | |
| SPS (IJCAI'24)Noise=0.42026.06 | 63.3 | 89.8 | 95.4 | 522.1 | |
| SGRAFBackbone=ResNet-101 BUTD [5]2023.03 | 63.2 | 90.7 | 96.1 | — | |
| ESC (CVPR'24)Noise=0.42026.06 | 63.2 | 90.6 | 95.9 | 523.9 | |
| PCSR (AAAI'24)Noise=0.42026.06 | 63.1 | 89.4 | 95.5 | 519.8 | |
| VSRNBackbone=ResNet-101 BUTD [5]2023.03 | 62.8 | 89.7 | 95.1 | — | |
| GPOWarm-up=true2023.03 | 62.7 | 90.6 | 95.9 | — | |
| SHANBackbone=ResNet-101 BUTD [5]2023.03 | 62.6 | 89.6 | 95.8 | — | |
| GSC (CVPR'24)Noise=0.42026.06 | 62.5 | 89.7 | 95.4 | 519.9 | |
| RCARModel Variant=T2I2023.03 | 62.2 | 89.6 | 95.3 | — | |
| L2RM (CVPR'24)Noise=0.42026.06 | 62 | 89.1 | 94.9 | 517.7 | |
| IMRAMBackbone=ResNet-101 BUTD [5]2023.03 | 61.7 | 89.1 | 95 | — | |
| CREAM (TIP'24)Noise=0.42026.06 | 61.7 | 89.4 | 95.6 | 516.8 | |
| PCSR (AAAI'24)Noise=0.62026.06 | 61.7 | 87.5 | 94 | 512.2 | |
| MMCABackbone=ResNet-101 BUTD [5]2023.03 | 61.6 | 89.8 | 95.2 | — | |
| SPS (IJCAI'24)Noise=0.62026.06 | 61.6 | 89 | 95.1 | 517.2 | |
| IN2RNoise=0.62026.06 | 61.4 | 89.2 | 95.1 | 518 | |
| CAANBackbone=ResNet-101 BUTD [5]2023.03 | 61.3 | 89.7 | 95.2 | — | |
| RCARModel Variant=I2T2023.03 | 61.2 | 89 | 95.2 | — | |
| BiCro (CVPR'23)Noise=0.42026.06 | 61.1 | 89.2 | 94.9 | 517.1 | |
| ESC (CVPR'24)Noise=0.62026.06 | 61.1 | 88.6 | 94.9 | 515 | |
| WCGLBackbone=ResNet-101 BUTD [5]2023.03 | 60.8 | 89.3 | 95.3 | — | |
| NCR (NeurIPS'21)Noise=0.42026.06 | 60.7 | 88.5 | 95 | 513.9 | |
| NCR (NeurIPS'21)Noise=0.22026.06 | 60.5 | 88.8 | 95 | 515 | |
| GSC (CVPR'24)Noise=0.62026.06 | 60 | 88.3 | 94.6 | 511.7 | |
| CREAM (TIP'24)Noise=0.62026.06 | 59.7 | 88 | 94.6 | 509.9 | |
| L2RM (CVPR'24)Noise=0.62026.06 | 59.2 | 87.4 | 93.6 | 508.4 | |
| SCANBackbone=ResNet-101 BUTD [5]2023.03 | 58.8 | 88.4 | 94.8 | — | |
| BiCro (CVPR'23)Noise=0.62026.06 | 58.3 | 87.2 | 93.5 | 505.5 | |
| NCR (NeurIPS'21)Noise=0.62026.06 | 57.9 | 87 | 94.1 | 503.3 | |
| SCANWarm-up=true2023.03 | 57.5 | 87.8 | 94.5 | — | |
| IN2RNoise=0.82026.06 | 57.1 | 86.4 | 93.4 | 501.3 | |
| PCSR (AAAI'24)Noise=0.82026.06 | 55.3 | 83.9 | 93.3 | 493.7 | |
| L2RM (CVPR'24)Noise=0.82026.06 | 52.6 | 82.4 | 90.3 | 482.6 | |
| CREAM (TIP'24)Noise=0.82026.06 | 52.4 | 84.8 | 92.8 | 487.2 | |
| BiCro (CVPR'23)Noise=0.82026.06 | 47.4 | 79.2 | 88.5 | 460.5 | |
| NCR (NeurIPS'21)Noise=0.82026.06 | 0.1 | 0.5 | 1 | 2.4 |