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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 |
|---|---|---|---|---|
| Shape reconstruction from point clouds | 2 | 1 | Feb 18, 2026 | |
| Time-Varying Reproduction Numbers Inference | 2 | 1 | Mar 19, 2026 | |
| Fair Disease Diagnosis | 2 | 2 | Mar 18, 2026 | |
| Persona-based Summarization | 2 | 2 | Feb 19, 2026 | |
| Temporal Point Process | 2 | 1 | Feb 18, 2026 | |
| Adversarial Robustness (CW-l_inf) | 2 | 1 | Feb 18, 2026 | |
| Correlation analysis between PBVC and ΔMoCA | 2 | 1 | Mar 16, 2026 | |
| Adversarial Robustness (CW-l_2) | 2 | 1 | Feb 18, 2026 | |
| Superpixel classification |
| 2 |
| 1 |
| Feb 18, 2026 |
| Chinese Knowledge | 2 | 3 | May 15, 2026 |
|---|
| Human Wayfinding | 2 | 1 | Feb 18, 2026 |
|---|
| Body-only mesh recovery | 2 | 1 | Feb 18, 2026 |
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| Position and Orientation Estimation | 2 | 3 | Jun 4, 2026 |
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| Kinetic Parameter Prediction | 2 | 1 | Mar 16, 2026 |
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| Streaming Video Reasoning | 2 | 2 | Apr 21, 2026 |
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| Imitation error detection | 2 | 1 | Mar 16, 2026 |
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| Universal Retrieval | 2 | 1 | Mar 16, 2026 |
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| Critical View of Safety assessment | 2 | 3 | Jun 25, 2026 |
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| Room Impulse Response Completion | 2 | 1 | Mar 16, 2026 |
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| LLM Inference Latency | 2 | 2 | May 8, 2026 |
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| Robotic Instrument Segmentation Task 1 | 2 | 1 | Feb 18, 2026 |
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| Yes/No Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 |
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| Multi-turn financial advisory dialogue | 2 | 2 | Jun 30, 2026 |
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| Black-box Targeted Adversarial Attack | 2 | 2 | May 27, 2026 |
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| Fine-grained Keystep Recognition | 2 | 1 | Feb 18, 2026 |
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