| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CIFAR-10 | FFC | AUC6.76 | 36 | 1mo ago | |
| Brain Rot Study Evaluation Suite | RapidIn | Brain Rot87.3 | 28 | 3mo ago | |
| FashionMNIST | Latent Optimization | Data Attribution Value0.1072 | 15 | 2mo ago | |
| SVHN | Latent Optimization | Normalized Data Attribution Value0.1256 | 15 | 2mo ago | |
| SafeRLHF | AirRep | LDS Correlation0.4608 | 10 | 1mo ago | |
| FLAN | AirRep | LDS Correlation0.2111 | 10 | 1mo ago | |
| Tulu | STRIDE | LDS Correlation0.1611 | 10 | 1mo ago | |
| Alpaca | STRIDE | LDS Correlation0.2426 | 10 | 1mo ago | |
| Brain Rot (test) | RISE | auPRC85.6 | 10 | 3mo ago | |
| Finance-Medical (test) | TrackStar | auPRC96.1 | 10 | 3mo ago | |
| Howdy (test) | RISE | AUPRC99.9 | 10 | 3mo ago | |
| CIFAR-2 CIFAR-10 subset (test) | DAS | LDS (%)13.79 | 10 | 5mo ago | |
| SB-Pokemon synthetic (test) | JTRAK | LDS7.97 | 10 | 5mo ago | |
| Naruto (test) | DAS | LDS20.44 | 10 | 5mo ago | |
| ArtBench-2 (test) | DAS | LDS31.58 | 10 | 5mo ago | |
| WikiText-103 (test) | TRAK | Tail-patch Score7.88 | 9 | 5mo ago | |
| ImageNet | TracIn | LDS23.92 | 8 | 5mo ago | |
| WikiText-103 | EKFAC | LDS18.33 | 8 | 5mo ago | |
| CelebA-HQ In-distribution (test) | DAS | Precision@10 (Eyeglasses)99 | 7 | 4mo ago | |
| Gutenberg | Gecko | Tail-Patch Absolute Score (k=1)127.5 | 5 | 1mo ago | |
| Wikipedia | Tail-Patch Absolute Score (k=1)159.1 | 5 | 1mo ago | ||
| OpenWebText (test) | Tail-patch Score-0.07 | 5 | 5mo ago | ||
| Synthetic (Out-of-distribution) | DAS | Shape Fidelity100 | 4 | 4mo ago | |
| Synthetic (In-distribution) | Concept-TRAK | Shape Score100 | 4 | 4mo ago | |
| CelebA-HQ Out-of-distribution (test) | Concept-TRAK | P@10 (Eyeglasses)100 | 4 | 4mo ago |
