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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 |
|---|---|---|---|---|
| Identity Recovery Success | 3 | 1 | Feb 19, 2026 | |
| Long-term Planning | 3 | 2 | May 28, 2026 | |
| Box/Door Unlocking | 3 | 1 | Feb 18, 2026 | |
| Veracity Assessment | 3 | 2 | Feb 19, 2026 | |
| Crash Avoidance | 3 | 1 | Feb 18, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Grounded Text Generation | 3 | 1 | Feb 19, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Context-window selection |
| 3 |
| 1 |
| Mar 27, 2026 |
| Toxicity Steering | 3 | 2 | Jun 2, 2026 |
|---|
| Cross-modal Vision-Language Retrieval | 3 | 1 | Feb 19, 2026 |
|---|
| Sequence-structure co-design | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Evidence Ranking | 3 | 1 | Feb 19, 2026 |
|---|
| Text-to-Motion Synthesis | 3 | 13 | Jul 9, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Personalized Grounding | 3 | 1 | Feb 19, 2026 |
|---|
| Diagnostic Personalization | 3 | 1 | Feb 19, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Incomplete Utterance Rewriting | 3 | 1 | Feb 18, 2026 |
|---|
| Domain Conversion Retrieval | 3 | 5 | Feb 27, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| Dynamic Scene Reconstruction and Compression | 3 | 1 | Feb 19, 2026 |
|---|