DR
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Target-Based Sentiment Analysis | DR Restaurant (test) | Precision68.64 | 16 | |
| Diabetic retinopathy classification | DR (test) | Accuracy78.3 | 14 | |
| Image Classification | DR In-Distribution | Accuracy91.89 | 11 | |
| Image Classification | DR (OOD) | Accuracy86.9 | 11 | |
| Aspect Term Extraction | DR Restaurant SemEval 2014 (test) | F1 Score92.76 | 10 | |
| Image Classification | DR (APTOS 2019, DDR, IDRiD) | Accuracy (D to A)74.52 | 7 | |
| Artist Removal | Dr remaining set (test) | AS0.352 | 6 | |
| Artist Removal | Dr remaining set (train) | AS35.5 | 6 | |
| Nudity Removal | Dr remaining set (test) | AS Score35.2 | 6 | |
| Nudity Removal | Dr remaining set (train) | AS0.357 | 6 | |
| Learning PDE Dynamics | DR | Relative L2 Error0.044 | 2 | |
| State Rollout | DR | Metric- | 0 |
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