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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Image Classification | NICO++ (ID) | 24 | Feb 26, 2026 | ||
| Image Classification | PACS OOD (test) | 24 | Feb 26, 2026 | ||
| Image Classification | PACS ID (train) | 24 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet heterogeneous (test) | 24 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet homogeneous (test) | 24 | Feb 26, 2026 | ||
| Image Classification |
| Country211 |
| 24 |
| Apr 24, 2026 |
| Image Classification | OfficeHome TotalHeavyTail setting (test) | 24 | Feb 26, 2026 |
|---|
| Image Classification | PACS TotalHeavyTail setting (test) | 24 | Feb 26, 2026 |
|---|
| Image Classification | VLCS TotalHeavyTail setting (test) | 24 | Feb 26, 2026 |
|---|
| Image Classification | PACS GINIDG setting (test) | 24 | Feb 26, 2026 |
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| Image Classification | VLCS GINIDG setting (test) | 24 | Feb 26, 2026 |
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| Image Classification | OfficeHome | 24 | Feb 26, 2026 |
|---|
| Image Classification | VLCS | 24 | Feb 26, 2026 |
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| Image Classification | 16 single-label datasets Aggregate | 24 | Feb 27, 2026 |
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| Image Classification | Target Classes Forget Set (test) | 24 | Feb 27, 2026 |
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| Image Classification | PASCAL VOC | 24 | Jun 11, 2026 |
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| Image Classification | Average | 24 | May 15, 2026 |
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| Image Classification | STL-10 | 24 | Feb 26, 2026 |
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| Image Classification | ImageNet-S | 24 | Mar 4, 2026 |
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| Image Classification | RSNA | 24 | Feb 26, 2026 |
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| Image Classification | LADV-3D (OOD) | 24 | Feb 26, 2026 |
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| Image Classification | LADV-3D (ID) | 24 | Feb 26, 2026 |
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| Image Classification | LADA-Sculpture (OOD) | 24 | Feb 26, 2026 |
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| Image Classification | LADA-Sculpture (ID) | 24 | Feb 26, 2026 |
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| Image Classification | AwA2 clipart (OOD) | 24 | Feb 26, 2026 |
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