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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 |
|---|---|---|---|---|
| Mesh Tokenization | 3 | 3 | Jun 4, 2026 | |
| Grounded captioning | 3 | 3 | Jun 4, 2026 | |
| Part-level 3D Generation | 3 | 3 | Mar 24, 2026 | |
| Fine-grained object category discovery | 3 | 6 | Feb 18, 2026 | |
| Cutting Stock Problem | 3 | 1 | Feb 18, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Camera Trajectory Control | 3 | 2 | May 29, 2026 | |
| Poisson Noise Removal |
| 3 |
| 1 |
| Feb 18, 2026 |
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Unsupervised Accuracy Estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Push Blocks | 3 | 3 | Jun 30, 2026 |
|---|
| Compressed sensing MRI | 3 | 2 | Jun 23, 2026 |
|---|
| Detailed Captioning | 3 | 3 | Mar 17, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Span-based Semantic Role Labeling | 3 | 3 | Feb 18, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Dependency-based Semantic Role Labeling | 3 | 3 | Feb 18, 2026 |
|---|
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 |
|---|
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 |
|---|
| Road Detection | 3 | 3 | Feb 18, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Answerability | 3 | 2 | Apr 30, 2026 |
|---|