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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 |
|---|---|---|---|---|
| Tangram puzzle solving (Translation) | 2 | 1 | Feb 21, 2026 | |
| Tangram puzzle solving (Rotation) | 2 | 1 | Feb 21, 2026 | |
| Tangram puzzle solving (Fade-In) | 2 | 1 | Feb 21, 2026 | |
| 3D Fluid Field Reconstruction | 2 | 1 | Feb 18, 2026 | |
| Interactive Motion Synthesis | 2 | 4 | Mar 31, 2026 | |
| CVS Clip Classification | 2 | 1 | Feb 18, 2026 | |
| Motion-to-language translation | 2 | 1 | Feb 18, 2026 | |
| Text-to-Depth Retrieval | 2 | 1 | Feb 20, 2026 | |
| Text-to-Thermal Retrieval (via Vision pivot) |
|---|
| 2 |
| 1 |
| Feb 20, 2026 |
| Emergent modality binding (vi -> te -> au) | 2 | 1 | Feb 20, 2026 |
|---|
| Human Pose Tracking | 2 | 3 | Feb 18, 2026 |
|---|
| Text-to-Depth Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| Semantic Placement | 2 | 1 | Feb 18, 2026 |
|---|
| Thermal-to-Text Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| 3D OCT-A Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| OVAL-optimal robust explanation generation | 2 | 1 | Feb 21, 2026 |
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| Facial Alignment | 2 | 1 | Feb 18, 2026 |
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| Fine-grained concept separation | 2 | 1 | Feb 18, 2026 |
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| Open-set object recognition | 2 | 1 | Feb 18, 2026 |
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| Paragraph Captioning | 2 | 2 | Feb 18, 2026 |
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| Uncertainty Mass Concentration | 2 | 1 | Feb 20, 2026 |
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| Uncertainty Rank Consistency | 2 | 1 | Feb 20, 2026 |
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| Multi-Attribute Guidance | 2 | 1 | Feb 27, 2026 |
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| VLM Inference Latency | 2 | 1 | Feb 18, 2026 |
|---|
| Image-to-image matching | 2 | 1 | Feb 18, 2026 |
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