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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 |
|---|---|---|---|---|
| Perceptual Quality Assessment | 3 | 3 | Jul 1, 2026 | |
| Scene Rearrangement | 3 | 4 | Jun 9, 2026 | |
| Move Cube | 3 | 1 | Feb 20, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Road surface classification | 3 | 2 | Feb 19, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Image-to-3D Reconstruction | 3 | 3 | Jun 12, 2026 | |
| Bioactivity-guided Molecule Generation |
| 3 |
| 1 |
| Feb 18, 2026 |
| Scientific Image Synthesis | 3 | 2 | Apr 2, 2026 |
|---|
| Unpaired Video-to-Video Translation | 3 | 1 | Feb 18, 2026 |
|---|
| Set Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Video Perception | 3 | 7 | Jun 16, 2026 |
|---|
| Object Prediction | 3 | 3 | Mar 19, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| CN vs MCI Classification | 3 | 2 | Jun 19, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Histology classification | 3 | 2 | May 13, 2026 |
|---|
| Full-image colorization | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Vector Font Reconstruction | 3 | 2 | Feb 18, 2026 |
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| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 |
|---|
| Obstacle Detection | 3 | 2 | Jun 5, 2026 |
|---|
| Conversation Disentanglement | 3 | 1 | Feb 18, 2026 |
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| Causal Spatial Reasoning | 3 | 1 | Feb 20, 2026 |
|---|