| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Flickr30K 1K (test) | X2-VLM-large | R@199.1 | 439 | 2d ago | |
| Flickr30k | Qwen-2.5 | R@199 | 379 | 2d ago | |
| Flickr30k (test) | BLIP | R@196.6 | 370 | 2d ago | |
| MS-COCO 5K (test) | BLIP-2 ViT-g | R@185.4 | 299 | 2d ago | |
| MSCOCO | BLIP | R@181.9 | 124 | 3d ago | |
| COCO | BLIP2 | R@185.4 | 123 | 2d ago | |
| MS-COCO 1K (test) | VSE∞ | R@182 | 121 | 3d ago | |
| Flickr30K-CN | CN-CLIP | R@196.6 | 99 | 3d ago | |
| MS-COCO (test) | BLIP | R@180.6 | 99 | 3d ago | |
| MSCOCO (1K test) | ImageBERT | R@185.4 | 82 | 3d ago | |
| DCI | Qwen3-VL-Embedding | R@177.9 | 68 | 3d ago | |
| MS-COCO | MSCN-SGR | R@597.2 | 65 | 3d ago | |
| RSITMD (test) | GeoRSCLIP-FT | R@132.3 | 61 | 3d ago | |
| Flickr30K 1K Karpathy (test) | Florence-Huge | R@197.2 | 59 | 3d ago | |
| CC152K | L2RM-SGRAF | R@143 | 48 | 3d ago | |
| COCO-CN | ObjEmbed | R@187.4 | 48 | 3d ago | |
| MSCOCO 5K (test) | BEIT-3 | R@184.8 | 46 | 2d ago | |
| MS-COCO 5K | SoftMask++ | R@10.723 | 46 | 3d ago | |
| Urban-1K | LamRA | R@198 | 34 | 3d ago | |
| MSCOCO (test) | X-VLMclip | R@594.5 | 33 | 3d ago | |
| MSCOCO (5K) | AltCLIP | R@177.8 | 33 | 3d ago | |
| MS-COCO 5-fold 1K (test) | R@182.9 | 31 | 2d ago | ||
| Flickr30k (1K) | SoftMask++ | R@193.4 | 30 | 3d ago | |
| MSCOCO 48 (test) | COSMOS | R@168 | 28 | 3d ago | |
| Flickr30K 84 (test) | COSMOS | Recall@192.9 | 28 | 3d ago |
