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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Animal Identification | 2 | 1 | Feb 20, 2026 | |
| Streamline Classification | 2 | 1 | Feb 22, 2026 | |
| Temporal Action Localization (Verb) | 2 | 7 | Feb 19, 2026 | |
| Image Labeling | 2 | 1 | Feb 22, 2026 | |
| Extrapolation Detection | 2 | 1 | Feb 22, 2026 | |
| Video Corpus Understanding | 2 | 1 | Feb 22, 2026 | |
| Clothing reconstruction | 2 | 1 | Feb 20, 2026 | |
| Temporal Action Localization (Noun) | 2 | 7 | Feb 19, 2026 | |
| Referring Expression Retrieval |
| 2 |
| 1 |
| Feb 21, 2026 |
| Face Re-identification | 2 | 1 | Feb 20, 2026 |
|---|
| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 |
|---|
| Predicting CNN classifier generalization | 2 | 1 | Feb 18, 2026 |
|---|
| Anatomical landmark localization | 2 | 1 | Feb 18, 2026 |
|---|
| Label Guidance | 2 | 2 | May 19, 2026 |
|---|
| INR editing (gradient) | 2 | 1 | Feb 18, 2026 |
|---|
| Human Instance Segmentation | 2 | 1 | Feb 20, 2026 |
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| Quality Control | 2 | 1 | Feb 21, 2026 |
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| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
|---|
| Individual Re-identification | 2 | 1 | Feb 20, 2026 |
|---|
| Body Mass Estimation | 2 | 1 | Feb 21, 2026 |
|---|
| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 |
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| Artist Verification | 2 | 2 | May 12, 2026 |
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| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 |
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| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 |
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| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 |
|---|