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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 |
|---|---|---|---|---|
| Backward Tracing | 3 | 5 | May 11, 2026 | |
| Perceptual Quality Assessment | 3 | 3 | Jul 1, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Multi-Choice | 3 | 3 | May 26, 2026 | |
| Multi-camera tracking | 3 | 2 | Jun 12, 2026 | |
| Character Image Animation | 3 | 3 | Mar 10, 2026 | |
| 6-DoF Pose Tracking | 3 | 3 | Jul 8, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Continual Instruction Following |
| 3 |
| 2 |
| Feb 18, 2026 |
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Embodied Agentic | 3 | 1 | Feb 18, 2026 |
|---|
| Move Cube | 3 | 1 | Feb 20, 2026 |
|---|
| Image-to-3D Reconstruction | 3 | 3 | Jun 12, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Video Paragraph Captioning | 3 | 7 | Feb 27, 2026 |
|---|
| Scene Rearrangement | 3 | 4 | Jun 9, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Scientific Image Synthesis | 3 | 2 | Apr 2, 2026 |
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| Road surface classification | 3 | 2 | Feb 19, 2026 |
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| CN vs MCI Classification | 3 | 2 | Jun 19, 2026 |
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| Histology classification | 3 | 2 | May 13, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Obstacle Detection | 3 | 2 | Jun 5, 2026 |
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| Bioactivity-guided Molecule Generation | 3 | 1 | Feb 18, 2026 |
|---|