SSB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Out-of-Distribution Detection | SSB hard | AUROC (%)95.8 | 74 | |
| RGBD Saliency Detection | SSB | S-measure0.921 | 48 | |
| OOD Detection | SSB Hard | FPR@9576.82 | 36 | |
| Generalized Category Discovery | SSB Average | Accuracy (All)86 | 33 | |
| Out-of-Distribution Detection | SSB HARD (test) | AUROC61.33 | 22 | |
| Spreadsheet Tasks | SSB (SpreadsheetBench) | Win Rate100 | 20 | |
| Full-spectrum Out-of-Distribution Detection | SSB Hard (test) | FPR@9580.5 | 20 | |
| Classification and OOD Detection | SSB-H.-C severity = 5 (test) | Accuracy61.9 | 13 | |
| RGB Saliency Detection | SSB (test) | S_alpha90.2 | 9 | |
| RGB-D Salient Object Detection | SSB (test) | S-measure (Sa)91.6 | 8 | |
| Software Engineering | SSB | WR (%)72.4 | 5 | |
| Out-of-Distribution Detection | SSB-Hard Near-OOD | FPR@9582.41 | 3 |
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