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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 |
|---|---|---|---|---|
| Full-image colorization | 3 | 1 | Feb 18, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Scientific Image Synthesis | 3 | 2 | Apr 2, 2026 | |
| CN vs MCI Classification | 3 | 2 | Jun 19, 2026 | |
| Vector Font Reconstruction | 3 | 2 | Feb 18, 2026 | |
| Obstacle Detection | 3 | 2 | Jun 5, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Histology classification |
| 3 |
| 2 |
| May 13, 2026 |
| Conversation Disentanglement | 3 | 1 | Feb 18, 2026 |
|---|
| 2D Long-range optical flow | 3 | 2 | Feb 20, 2026 |
|---|
| Contact Detection | 3 | 2 | Mar 4, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Visual Math | 3 | 5 | Jun 18, 2026 |
|---|
| Open-set Unsupervised Video Domain Adaptation | 3 | 3 | Feb 18, 2026 |
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| Joint prediction | 3 | 3 | Feb 22, 2026 |
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| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 |
|---|
| Three-class classification | 3 | 3 | May 12, 2026 |
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| Causal Spatial Reasoning | 3 | 1 | Feb 20, 2026 |
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| Robot Task Execution | 3 | 3 | May 19, 2026 |
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| Benchmark Compression | 3 | 1 | Feb 18, 2026 |
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| defocus-to-focus SEM restoration | 3 | 1 | Apr 8, 2026 |
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| Vision-centric Evaluation | 3 | 5 | Jun 18, 2026 |
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| Benchmark Compression (Coreset selection) | 3 | 1 | Feb 18, 2026 |
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| Acoustic unit discovery | 3 | 2 | Feb 18, 2026 |
|---|