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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 |
|---|---|---|---|---|
| Image Fusion and Registration | 2 | 1 | Mar 23, 2026 | |
| 3D Scene Question Answering | 2 | 1 | Feb 20, 2026 | |
| Debiasing Effectiveness | 2 | 1 | Mar 20, 2026 | |
| Stock Price Prediction | 2 | 2 | Jun 1, 2026 | |
| Multimodal Sequencing | 2 | 1 | Feb 18, 2026 | |
| Temporal Image Classification | 2 | 2 | Feb 18, 2026 | |
| Zero-shot classification fairness | 2 | 1 | Mar 20, 2026 | |
| Design History Recovery | 2 | 1 | Feb 18, 2026 | |
| Diffusion Model Fine-tuning |
| 2 |
| 1 |
| Mar 20, 2026 |
| 3D Hand-Object Interaction Reconstruction | 2 | 2 | May 21, 2026 |
|---|
| 3D Garment Mesh Generation | 2 | 1 | Mar 20, 2026 |
|---|
| Loan default prediction | 2 | 3 | Jun 15, 2026 |
|---|
| Audio-to-Video generation | 2 | 2 | Feb 18, 2026 |
|---|
| 3D Anatomical Graph Generation | 2 | 1 | Mar 20, 2026 |
|---|
| Biochemical recurrence prediction | 2 | 2 | Jun 9, 2026 |
|---|
| Audio Captioning Evaluation | 2 | 2 | Apr 14, 2026 |
|---|
| Web UI Question Answering | 2 | 1 | Feb 20, 2026 |
|---|
| Multi-frame Video Interpolation | 2 | 5 | Feb 18, 2026 |
|---|
| Wildfire Spread Prediction (Mask Video) | 2 | 1 | Feb 20, 2026 |
|---|
| Wildfire Spread Prediction (Infrared Video) | 2 | 1 | Feb 20, 2026 |
|---|
| Pose-conditioned avatar generation | 2 | 1 | Feb 20, 2026 |
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| Humanitarian Classification | 2 | 1 | Mar 20, 2026 |
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| Multi-class attack detection | 2 | 1 | Mar 20, 2026 |
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| Rationale Faithfulness Evaluation | 2 | 2 | May 12, 2026 |
|---|
| Spatial Allocation | 2 | 1 | Mar 20, 2026 |
|---|