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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 |
|---|---|---|---|---|
| Noisy MNIST classification | 1 | 1 | Feb 18, 2026 | |
| Video Encoding Rate-Distortion Optimization | 1 | 1 | Feb 18, 2026 | |
| 3D Human-Scene Contact Estimation | 1 | 4 | Mar 24, 2026 | |
| Chinese handwritten character grading | 1 | 1 | Mar 31, 2026 | |
| Specular Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Color Querying | 1 | 1 | Feb 18, 2026 | |
| Schematic Auditing | 1 | 1 | Feb 18, 2026 | |
| Mathematical and Spatial Reasoning | 1 | 1 | Feb 18, 2026 | |
| Multimodal Captioning |
| 1 |
| 1 |
| Feb 18, 2026 |
| Visual faithfulness evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Social Behavior Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Lipreading (Alphabet) | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Information Preservation and Explainability Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Part-aware Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Dataset Diversity Measurement | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal genre classification | 1 | 1 | Feb 18, 2026 |
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| Scientific Figure Reasoning | 1 | 1 | Feb 18, 2026 |
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| Scenario Attribution | 1 | 1 | Feb 18, 2026 |
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| Novel View Face Reconstruction | 1 | 1 | Feb 18, 2026 |
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| Audio-Visual Joint Reasoning | 1 | 1 | Feb 18, 2026 |
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| Face Normal Estimation | 1 | 3 | Feb 20, 2026 |
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| Two-piece spatial reasoning | 1 | 1 | Feb 18, 2026 |
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| Customized fashion retrieval | 1 | 1 | Feb 18, 2026 |
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| Light classification | 1 | 1 | Feb 18, 2026 |
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| Embodied Counting | 1 | 1 | Feb 18, 2026 |
|---|