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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 |
|---|---|---|---|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| User behavior simulation | 3 | 1 | Feb 20, 2026 | |
| One-shot segmentation | 3 | 2 | Feb 18, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Unconditional 3D Shape Generation | 3 | 2 | Apr 6, 2026 | |
| Agent Trajectory Verification Agreement | 3 | 1 | Apr 9, 2026 | |
| Thrombus Segmentation | 3 | 1 | Apr 2, 2026 | |
| Toxicity Reduction |
| 3 |
| 3 |
| May 28, 2026 |
| Controlled Image Generation | 3 | 2 | Mar 26, 2026 |
|---|
| E-commerce Recommendation | 3 | 1 | Feb 20, 2026 |
|---|
| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 |
|---|
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
|---|
| Simulation Replay Retrieval | 3 | 1 | Feb 20, 2026 |
|---|
| Unknown sample identification | 3 | 1 | Feb 18, 2026 |
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| Evidence Extraction | 3 | 2 | Jun 12, 2026 |
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| Readability Ranking | 3 | 1 | Feb 18, 2026 |
|---|
| Word-level Hallucination Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Word-level Omission Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Ad Ranking | 3 | 3 | Apr 15, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Downstream retrieval | 3 | 1 | Feb 20, 2026 |
|---|