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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 |
|---|---|---|---|---|
| PBR Texture Generation | 4 | 2 | Feb 20, 2026 | |
| Multi-modal Sentiment Analysis Classification (MSAC) | 4 | 1 | Feb 18, 2026 | |
| End-to-End Scene Text Spotting | 4 | 5 | Apr 23, 2026 | |
| Gene-level biological representation evaluation | 4 | 1 | Mar 30, 2026 | |
| Smiling Classification | 4 | 5 | Feb 22, 2026 | |
| Multi-Agent Pickup and Delivery (MAPD) | 4 | 1 | Apr 1, 2026 | |
| Machine Translation (Chinese-to-English) | 4 | 6 | Feb 18, 2026 | |
| Multi-hop query | 4 | 1 | Feb 18, 2026 | |
| Overlap Handling Evaluation |
| 4 |
| 1 |
| Mar 30, 2026 |
| Primate Behavior Recognition | 4 | 1 | Mar 30, 2026 |
|---|
| Short-term Water Demand Forecasting | 4 | 1 | Feb 21, 2026 |
|---|
| Molecular distribution modeling | 4 | 1 | Feb 21, 2026 |
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| Constrained Symbolic Regression | 4 | 1 | Mar 27, 2026 |
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| Adaptation with outlier datasets | 4 | 1 | Mar 27, 2026 |
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| Multi-horizon clinical forecasting | 4 | 1 | Feb 21, 2026 |
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| Non-rigid reconstruction | 4 | 2 | Feb 18, 2026 |
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| Instruction-following Trajectory Evaluation | 4 | 1 | Mar 27, 2026 |
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| Garment deformation | 4 | 1 | Mar 27, 2026 |
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| Video Transcoding | 4 | 1 | Mar 27, 2026 |
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| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
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| Offline Context-conditioned Goal-oriented (CGO) Reinforcement Learning | 4 | 1 | Feb 18, 2026 |
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| Failure Triage | 4 | 1 | Mar 27, 2026 |
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| Fair Graph Clustering | 4 | 1 | Feb 21, 2026 |
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| Knowledge-based Dialogue | 4 | 1 | Feb 18, 2026 |
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| Relation Tagging | 4 | 3 | Feb 22, 2026 |
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