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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 |
|---|---|---|---|---|
| Continual Anomaly Detection | 20 | 5 | Jul 7, 2026 | |
| Optimal Auction Design | 20 | 4 | Jul 1, 2026 | |
| Binary Segmentation | 20 | 15 | May 12, 2026 | |
| 2D Navigation | 20 | 7 | Jul 2, 2026 | |
| Patch-Level Classification | 20 | 7 | May 26, 2026 | |
| Interatomic Potential Prediction | 20 | 8 | Jul 3, 2026 | |
| Single-Class SCADA Unlearning | 20 | 1 | Apr 10, 2026 | |
| Lifelong Learning | 20 | 8 | Jun 26, 2026 | |
| Nudity Erasure |
| 20 |
| 17 |
| Jun 30, 2026 |
| Time-Series Segmentation | 20 | 3 | Feb 22, 2026 |
|---|
| 2D Pose Estimation | 20 | 11 | Apr 8, 2026 |
|---|
| CT Image Reconstruction | 20 | 10 | Jul 1, 2026 |
|---|
| Gaussian deblur | 20 | 18 | Jun 30, 2026 |
|---|
| Truthfulness | 20 | 34 | Jul 2, 2026 |
|---|
| RGBT Tracking | 20 | 19 | May 6, 2026 |
|---|
| Ranking Prediction | 20 | 2 | Jun 29, 2026 |
|---|
| Image-Text Matching | 20 | 12 | Jul 2, 2026 |
|---|
| Concept Detection | 20 | 3 | Jun 15, 2026 |
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| Amodal Segmentation | 20 | 7 | May 26, 2026 |
|---|
| Inductive relation prediction | 20 | 4 | Feb 18, 2026 |
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| Image Captioning Evaluation | 20 | 17 | Jun 30, 2026 |
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| Vertex Classification | 20 | 4 | May 22, 2026 |
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| Inverse Rendering | 20 | 12 | Jul 3, 2026 |
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| AMR parsing | 20 | 22 | Feb 18, 2026 |
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| Sparse Autoencoding | 20 | 6 | Jul 3, 2026 |
|---|