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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 |
|---|---|---|---|---|
| Robot Task Execution | 3 | 3 | May 19, 2026 | |
| Image-to-3D Reconstruction | 3 | 3 | Jun 12, 2026 | |
| Benchmark Compression | 3 | 1 | Feb 18, 2026 | |
| Obstacle Detection | 3 | 2 | Jun 5, 2026 | |
| Benchmark Compression (Coreset selection) | 3 | 1 | Feb 18, 2026 | |
| Acoustic unit discovery | 3 | 2 | Feb 18, 2026 | |
| Difference Caption Generation | 3 | 1 | Feb 18, 2026 | |
| Sibling-model judgment | 3 | 1 | Feb 19, 2026 | |
| Pixel Classification | 3 | 1 | Apr 9, 2026 | |
| Heat conduction |
|---|
| 3 |
| 2 |
| May 25, 2026 |
| GPS Trajectory Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Character Image Animation | 3 | 3 | Mar 10, 2026 |
|---|
| Poker Gameplay Performance | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-document retrieval | 3 | 1 | Feb 20, 2026 |
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| Intra-frame object tracking | 3 | 1 | Feb 18, 2026 |
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| Video Superresolution | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Retrieval-Augmented Generation | 3 | 3 | Jun 23, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 |
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| Cybersecurity Evaluation | 3 | 3 | Feb 19, 2026 |
|---|
| Unit test generation | 3 | 1 | Feb 18, 2026 |
|---|