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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 |
|---|---|---|---|---|
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Multi-modal Perception | 3 | 2 | Jun 4, 2026 | |
| Label Prediction | 3 | 3 | Feb 21, 2026 | |
| 20 Questions | 3 | 1 | Feb 19, 2026 | |
| Local Image Retrieval (Text-to-Image) | 3 | 1 | Feb 19, 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 |
|---|
| Unconditional scATAC-seq Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Terminal Agentic Trajectory Generation | 3 | 2 | Feb 19, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Large-scale Scene Reconstruction | 3 | 1 | Apr 13, 2026 |
|---|
| Large-Scale Scene Modeling | 3 | 1 | Feb 19, 2026 |
|---|
| Pulmonary Tree Labeling | 3 | 1 | Feb 19, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Pulmonary Tree Reconstruction | 3 | 1 | Feb 19, 2026 |
|---|
| Pulmonary Tree Repair | 3 | 1 | Feb 19, 2026 |
|---|
| Conditional scATAC-seq Generation | 3 | 1 | Feb 18, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| GUI Tasks | 3 | 2 | May 21, 2026 |
|---|
| Spoken Medical Question Answering | 3 | 1 | Feb 19, 2026 |
|---|
| Sentence-Level Confidence Prediction | 3 | 2 | May 13, 2026 |
|---|
| Strategic AI Persuasion (Sender) | 3 | 1 | Feb 19, 2026 |
|---|