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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 |
|---|---|---|---|---|
| Rigid Flow Prediction | 2 | 1 | Feb 18, 2026 | |
| System-level Correlation with Human Judgment | 2 | 1 | Feb 18, 2026 | |
| Egocentric Hand-Object Segmentation | 2 | 1 | Feb 25, 2026 | |
| Single RGB frame reconstruction | 2 | 1 | Feb 25, 2026 | |
| Neural Similarity | 2 | 1 | Feb 18, 2026 | |
| Canonical Text Recognition | 2 | 1 | Feb 25, 2026 | |
| Hand-object segmentation | 2 | 1 | Feb 25, 2026 | |
| Meta-evaluation of image similarity metrics | 2 | 1 | Feb 25, 2026 | |
| Nodule Detection | 2 |
| 2 |
| Feb 20, 2026 |
| Image-to-Report | 2 | 1 | Feb 18, 2026 |
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| 3D Spatial Grounding | 2 | 1 | Feb 25, 2026 |
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| Joint Completion | 2 | 1 | Feb 18, 2026 |
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| Pointwise Reasoning Evaluation | 2 | 1 | Feb 25, 2026 |
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| Adversarial Robustness in Concept Erasing | 2 | 1 | Feb 25, 2026 |
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| Regional Captioning | 2 | 1 | Feb 25, 2026 |
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| Planar Tracking | 2 | 1 | Feb 25, 2026 |
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| Fundus Image Classification | 2 | 1 | Feb 25, 2026 |
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| Pupil detection | 2 | 2 | Feb 18, 2026 |
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| Visual Sawyer Door Opening | 2 | 1 | Feb 18, 2026 |
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| 3D Hand Avatar Reconstruction | 2 | 1 | Feb 18, 2026 |
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| Rank correlation between representation similarity and prediction accuracy similarity | 2 | 1 | Feb 18, 2026 |
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| 3D Hand Modeling | 2 | 2 | Jun 16, 2026 |
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| Grounded affordance prediction | 2 | 1 | Feb 18, 2026 |
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| Rank correlation between domain similarity and representation similarity | 2 | 1 | Feb 18, 2026 |
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| Biometry measurement | 2 | 1 | Feb 25, 2026 |
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