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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 |
|---|---|---|---|---|
| 3D indoor scene synthesis from natural language | 3 | 1 | Feb 20, 2026 | |
| Multimodal Watermarking | 3 | 1 | Feb 27, 2026 | |
| Mathematical Multimodal Reasoning | 3 | 31 | Jun 19, 2026 | |
| MCQ selection similarity | 3 | 1 | Mar 31, 2026 | |
| Jet Substructure Classification | 3 | 1 | Jun 16, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Mathematical Reasoning Verification | 3 | 3 | May 1, 2026 | |
| Latency Analysis |
| 3 |
| 3 |
| Apr 28, 2026 |
| 3D Tooth Segmentation | 3 | 2 | May 7, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| TVPrediction | 3 | 1 | Feb 18, 2026 |
|---|
| Anatomical Segmentation | 3 | 2 | Mar 11, 2026 |
|---|
| Topic Coherence Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Multi-camera Dynamic Scene 3D Reconstruction | 3 | 1 | Feb 20, 2026 |
|---|
| Facial Retargeting | 3 | 1 | Feb 20, 2026 |
|---|
| Echocardiographic diagnosis | 3 | 1 | Feb 20, 2026 |
|---|
| Concept Unlearning Preservation | 3 | 1 | Feb 20, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Semantic Image Editing | 3 | 2 | Feb 21, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Quality Preservation | 3 | 1 | Feb 20, 2026 |
|---|
| Dermatological diagnosis | 3 | 2 | May 15, 2026 |
|---|