Flickr
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Retrieval | Flickr30K | R@192.2 | 460 | |
| Image Retrieval | Flickr30K | R@12,620 | 144 | |
| Retrieval | Flickr2.4M (test) | Ave Aes5.266 | 72 | |
| Node-level classification | Flickr | Accuracy67.8 | 58 | |
| Node Classification | Flickr (test) | Micro F168.2 | 57 | |
| Super-Resolution | Flickr1024 ((Left + Right) / 2) | PSNR29.68 | 41 | |
| Text-to-Image Retrieval | Flickr | R@198.9 | 35 | |
| Zero-shot Image-Text Retrieval | Flickr | R@5 TR99.5 | 32 | |
| Targeted Hashing Attack | FLICKR-25K | t-MAP93.12 | 32 | |
| Prompt Stealing | Flickr 50 random prompts | CLIP Score92.7 | 28 | |
| Image-to-Text Retrieval | Flickr | R@198.8 | 25 | |
| Super-Resolution | Flickr360 3 (val) | PSNR30.44 | 24 | |
| Image Captioning | Flickr-30K | CIDEr72.8 | 21 | |
| Community Detection | Flickr | M1 Score7.18 | 20 | |
| Graph Anomaly Detection | Flickr | AUC0.82 | 19 | |
| Image Retrieval | Flickr 2.4M (test) | Ave Aes4.359 | 18 | |
| Graph Anomaly Detection | Flickr (test) | AUROC75.77 | 18 | |
| Causal Inference | Flickr (Out-of-Sample) | sqrt(PEHE)0.82 | 18 | |
| Causal Inference | Flickr (Within-Sample) | sqrt(PEHE)0.83 | 18 | |
| Multi-label classification | Flickr 30% (train) | Micro-F183.2 | 18 | |
| Sketch-based image retrieval | Flickr15k (test) | mAP68.9 | 17 | |
| Image Captioning | Flickr 8k | BLEU-176 | 17 | |
| Node Classification | Flickr | Micro F152.8 | 15 | |
| Membership Inference | Flickr | ASR91.78 | 15 | |
| Node Classification | Flickr full-supervised 100% size (train) | Accuracy54.65 | 15 |
Showing 25 of 75 rows