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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 |
|---|---|---|---|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| 3DGS Compression Artifact Restoration | 3 | 1 | Feb 19, 2026 | |
| Unsupervised Object Re-ID | 3 | 1 | Feb 18, 2026 | |
| Policy Corruption Evaluation | 3 | 1 | Feb 19, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Discriminative Reasoning | 3 | 1 | Feb 19, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Video Preference Alignment |
| 3 |
| 2 |
| Feb 20, 2026 |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
|---|
| Multi-modal Benchmarking | 3 | 6 | Jul 1, 2026 |
|---|
| Generalized Intent Discovery | 3 | 1 | Feb 18, 2026 |
|---|
| Composite Text Detection | 3 | 1 | Feb 19, 2026 |
|---|
| Persona Manipulation | 3 | 1 | Feb 19, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
|---|
| Strategic Gaming | 3 | 2 | Mar 26, 2026 |
|---|
| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
|---|
| ISP vs SR decoding | 3 | 1 | Feb 19, 2026 |
|---|
| ISP vs Silence decoding | 3 | 1 | Feb 19, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
|---|
| 3-class Vowel Decoding | 3 | 1 | Feb 19, 2026 |
|---|
| Set Cover | 3 | 2 | May 29, 2026 |
|---|
| Blood Test Ordering (Lab) | 3 | 1 | Mar 26, 2026 |
|---|