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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 |
|---|---|---|---|---|
| Image-to-image relighting | 3 | 1 | Feb 19, 2026 | |
| Multi-modal Perception | 3 | 2 | Jun 4, 2026 | |
| Optic Flow | 3 | 1 | Feb 18, 2026 | |
| Local Image Retrieval (Text-to-Image) | 3 | 1 | Feb 19, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Chat Evaluation | 3 | 4 | Jun 26, 2026 | |
| Agent Memory Retrieval | 3 | 2 | Apr 7, 2026 | |
| 3 |
| 1 |
| Mar 27, 2026 |
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Chromophore-Solvent Interaction | 3 | 1 | Feb 18, 2026 |
|---|
| Label Prediction | 3 | 3 | Feb 21, 2026 |
|---|
| 20 Questions | 3 | 1 | Feb 19, 2026 |
|---|
| Large-Scale Scene Modeling | 3 | 1 | Feb 19, 2026 |
|---|
| Large-scale Scene Reconstruction | 3 | 1 | Apr 13, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Weight-space INR classification | 3 | 4 | Jul 3, 2026 |
|---|
| Embodied vision-language reasoning | 3 | 1 | Feb 19, 2026 |
|---|
| Image graph retrieval | 3 | 1 | Feb 18, 2026 |
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| Pulmonary Tree Reconstruction | 3 | 1 | Feb 19, 2026 |
|---|
| Unconditional scATAC-seq Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Pulmonary Tree Labeling | 3 | 1 | Feb 19, 2026 |
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| Terminal Agentic Trajectory Generation | 3 | 2 | Feb 19, 2026 |
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| Pulmonary Tree Repair | 3 | 1 | Feb 19, 2026 |
|---|