IN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Generation | Sub-IN 256x256 (test) | FID20.03 | 36 | |
| Image Classification | IN-100 | Accuracy85.4 | 24 | |
| Image Classification | IN-100-Text | Accuracy80.6 | 18 | |
| Image Classification | IN32-100 | Accuracy69.8 | 18 | |
| Image Classification | Tiny-IN | Accuracy62.98 | 12 | |
| Image Generation | Sub-IN 256x256 (test val) | FID27.45 | 12 | |
| Accuracy Estimation | IN200-N | MAE (%)3.5 | 11 | |
| Accuracy Estimation | IN200-S | MAE (%)3.02 | 11 | |
| Accuracy Estimation | IN-N | MAE (%)1.15 | 11 | |
| Accuracy Estimation | IN-S | MAE (%)2.14 | 11 | |
| Zero-shot Image Classification | IN-100 Text | OCA (Zero-shot)80.6 | 10 | |
| Bitext Mining | IN22 GenBitextMining | F18.85 | 10 | |
| OoD Detection | IN 200 | AUC90.51 | 8 | |
| Image Classification | IN-sketch | Top-1 Acc26.9 | 8 | |
| Interactive Question Answering | IN3 | Ask Rate100 | 7 | |
| Membership Inference Attack | Tiny-IN | ASR90.31 | 6 | |
| Tabular Regression | IN Insurance (test) | MLE0.784 | 5 | |
| Synthetic Tabular Data Generation | IN | DCR6.1 | 2 |
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