| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Flickr30K | EVA-CLIP-E | R@194.9 | 607 | 25d ago | |
| Flickr30k (test) | BLIP-2 | Recall@189.7 | 528 | 25d ago | |
| Flickr30K 1K (test) | ERNIE-ViL 2.0 | R@193.3 | 436 | 22d ago | |
| MSCOCO 5K (test) | MAP | R@160.9 | 312 | 3mo ago | |
| MS-COCO 5K (test) | BLIP-2 ViT-g | R@168.3 | 244 | 3mo ago | |
| MS-COCO | BLIP (Cosine) | R@167 | 235 | 25d ago | |
| COCO | EVA-CLIP-8B | Recall@170.2 | 161 | 23d ago | |
| MSCOCO | BLIP | R@164.3 | 142 | 2mo ago | |
| MSCOCO 1K (test) | AltCLIP | R@16,390 | 118 | 3mo ago | |
| DCI | Qwen3-VL-Embedding | R@179.7 | 117 | 23d ago | |
| CUHK-PEDES (test) | CADA-L | Recall@178.37 | 114 | 2mo ago | |
| Flickr30K-CN | R2D2 | R@184.4 | 105 | 2mo ago | |
| RSITMD (test) | GeoRSCLIP-FT | R@125.04 | 96 | 17d ago | |
| MS-COCO (test) | K-LITE | R@12,208 | 82 | 2mo ago | |
| Flickr30k (val) | FreqAdapter | R@177.6 | 70 | 2mo ago | |
| RSICD (test) | GeoRSCLIP-FT | R@115.59 | 69 | 17d ago | |
| DOCCI | Gemini Embedding 2 | Recall@193.4 | 66 | 23d ago | |
| Flickr30k (1K) | ALIGN | R@184.9 | 63 | 3mo ago | |
| MIRFlickr | mAP@5097 | 62 | 1mo ago | ||
| NUS-WIDE | mAP@5091.6 | 62 | 1mo ago | ||
| Urban-1K | LamRA | R@198.8 | 56 | 23d ago | |
| MS-COCO 1K | CRCL | R@165.1 | 56 | 22d ago | |
| COCO 5K (test) | R@164.3 | 53 | 1mo ago | ||
| ShareGPT4V | LamRA | R@197.9 | 52 | 2mo ago | |
| MSCOCO (val) | ITO | R@138.97 | 51 | 4mo ago |
