Flickr
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Retrieval | Flickr30K | R@194.9 | 531 | |
| Image Retrieval | Flickr30K | R@12,620 | 144 | |
| Membership Inference Attack | Flickr | TPR @ 5% FPR27.7 | 142 | |
| Retrieval | Flickr2.4M (test) | Ave Aes5.266 | 72 | |
| Membership Inference Attack | Flickr | Accuracy68.7 | 71 | |
| Node-level classification | Flickr | Accuracy67.8 | 58 | |
| Node Classification | Flickr (test) | Micro F168.2 | 57 | |
| Node Classification | Flickr | Clean Accuracy47.65 | 52 | |
| Node Classification | Flickr | bAcc30.76 | 48 | |
| Image-to-Text Retrieval | Flickr | R@198.8 | 45 | |
| Super-Resolution | Flickr1024 ((Left + Right) / 2) | PSNR29.68 | 41 | |
| Text-to-Image Retrieval | Flickr | R@198.9 | 40 | |
| Unsupervised Image Hashing | FLICKR25K | mAP84.9 | 34 | |
| Zero-shot Image-Text Retrieval | Flickr | R@5 TR99.5 | 32 | |
| Targeted Hashing Attack | FLICKR-25K | t-MAP93.12 | 32 | |
| Image Retrieval | FLICKR25K | mAP81.1 | 30 | |
| Node Classification | Flickr | Original Accuracy44.61 | 30 | |
| Graph Backdoor Attack | Flickr | ASR99.36 | 28 | |
| Prompt Stealing | Flickr 50 random prompts | CLIP Score92.7 | 28 | |
| Multimodal Retrieval | Flickr8k Karpathy (test) | Recall@171.8 | 27 | |
| Visual Emotion Recognition | Flickr | Accuracy86.4 | 26 | |
| Super-Resolution | Flickr360 3 (val) | PSNR30.44 | 24 | |
| Node Classification | Flickr | Micro F152.8 | 23 | |
| Membership Inference Attack | Flickr (test) | AUC74.16 | 21 | |
| Causal Effect Estimation | Flickr (in-sample) | Epsilon ATE0.6 | 21 |
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