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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 |
|---|---|---|---|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Video Temporal Consistency | 3 | 2 | Mar 19, 2026 | |
| Masked Entity Prediction | 3 | 1 | Feb 18, 2026 | |
| Trajectory Fidelity | 3 | 1 | Feb 18, 2026 | |
| Layout-to-Object | 3 | 1 | Feb 20, 2026 | |
| Multimodal Watermarking | 3 | 1 | Feb 27, 2026 | |
| Monkey-banana task execution | 3 | 1 | Feb 18, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Mathematical Multimodal Reasoning |
| 3 |
| 31 |
| Jun 19, 2026 |
| Latency Analysis | 3 | 3 | Apr 28, 2026 |
|---|
| 3D Avatar Rendering | 3 | 2 | Feb 20, 2026 |
|---|
| Passage re-ranking | 3 | 3 | Jun 2, 2026 |
|---|
| 3D Tooth Segmentation | 3 | 2 | May 7, 2026 |
|---|
| Patient-0 identification | 3 | 1 | Feb 18, 2026 |
|---|
| Influence Analysis | 3 | 2 | Mar 11, 2026 |
|---|
| Unrelated Parallel Machine Scheduling | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Anatomical Segmentation | 3 | 2 | Mar 11, 2026 |
|---|
| Fruit Grading | 3 | 1 | Mar 31, 2026 |
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| Radar-to-Radar Place Recognition | 3 | 1 | Mar 30, 2026 |
|---|
| 3D indoor scene synthesis from natural language | 3 | 1 | Feb 20, 2026 |
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| Multi-camera Dynamic Scene 3D Reconstruction | 3 | 1 | Feb 20, 2026 |
|---|
| Facial Retargeting | 3 | 1 | Feb 20, 2026 |
|---|
| Mathematical Reasoning Verification | 3 | 3 | May 1, 2026 |
|---|
| TVPrediction | 3 | 1 | Feb 18, 2026 |
|---|