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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 |
|---|---|---|---|---|
| Unsupervised abstractive summarization | 3 | 1 | Feb 18, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 | |
| Mesh Tokenization | 3 | 3 | Jun 4, 2026 | |
| Value Classification | 3 | 1 | Mar 27, 2026 | |
| Grounded captioning | 3 | 3 | Jun 4, 2026 | |
| Document Parsing Quality Assessment |
| 3 |
| 1 |
| Feb 20, 2026 |
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Fine-grained object category discovery | 3 | 6 | Feb 18, 2026 |
|---|
| Cutting Stock Problem | 3 | 1 | Feb 18, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 |
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| Camera Trajectory Control | 3 | 2 | May 29, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Poisson Noise Removal | 3 | 1 | Feb 18, 2026 |
|---|
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Unsupervised Accuracy Estimation | 3 | 1 | Feb 18, 2026 |
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| Sparse 3D Point Tracking | 3 | 1 | Feb 20, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
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| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|
| Treatment Indicators (Drug) | 3 | 1 | Mar 26, 2026 |
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| Remaining Length of Stay | 3 | 1 | Mar 26, 2026 |
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| Push Blocks | 3 | 3 | Jun 30, 2026 |
|---|