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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 |
|---|---|---|---|---|
| Causal effect prediction | 4 | 2 | Mar 13, 2026 | |
| Narrative Generation | 4 | 4 | May 12, 2026 | |
| Segmentation Quality Assessment | 4 | 1 | Mar 31, 2026 | |
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| Conditional-independence (belief sufficiency) testing | 4 | 1 | Feb 18, 2026 | |
| Monotone Choice Probabilities | 4 | 1 | Feb 18, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| 3D Place Recognition | 4 | 3 | Jun 18, 2026 | |
| Audio-Visual Video Parsing |
| 4 |
| 9 |
| May 13, 2026 |
| Single-to-multi label classification | 4 | 1 | Feb 18, 2026 |
|---|
| Web Navigation Question Answering | 4 | 9 | Jun 11, 2026 |
|---|
| Feature Implementation | 4 | 2 | Feb 21, 2026 |
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| Binding Affinity | 4 | 1 | Mar 31, 2026 |
|---|
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
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| LTL-guided Reinforcement Learning | 4 | 1 | Feb 27, 2026 |
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| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| General AI Assistant Task | 4 | 14 | Jun 30, 2026 |
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| 3D Part Segmentation | 4 | 5 | Mar 18, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| Trial outcome prediction | 4 | 1 | Feb 21, 2026 |
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| 3D scan fitting | 4 | 1 | Feb 18, 2026 |
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| General AI Assistant | 4 | 5 | Jun 5, 2026 |
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| Pronunciation Accuracy | 4 | 1 | Feb 18, 2026 |
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| Audio-visual source localization | 4 | 2 | Feb 27, 2026 |
|---|