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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 |
|---|---|---|---|---|
| General Multimodal Understanding | 11 | 12 | Jun 30, 2026 | |
| Automated Program Repair | 11 | 4 | May 12, 2026 | |
| Scene Graph to Image Generation | 11 | 2 | Feb 18, 2026 | |
| Music Genre Classification | 11 | 16 | Jun 26, 2026 | |
| Circuit Recovery | 11 | 1 | Apr 28, 2026 | |
| Vascular Image Segmentation | 11 | 1 | Apr 14, 2026 | |
| Novel depth synthesis | 11 | 3 | Feb 18, 2026 | |
| Multiparty Multiobjective Optimization | 11 | 1 | Mar 31, 2026 | |
| Vehicle rebalancing |
| 11 |
| 3 |
| Jun 5, 2026 |
| Differential Diagnosis | 11 | 6 | Jun 25, 2026 |
|---|
| Causal Variable Identification | 11 | 1 | Feb 22, 2026 |
|---|
| Human Video Generation | 11 | 4 | Apr 23, 2026 |
|---|
| Bandwidth extension | 11 | 6 | Jun 29, 2026 |
|---|
| Stylized Machine Translation | 11 | 3 | Jul 2, 2026 |
|---|
| Open-vocabulary video instance segmentation | 11 | 1 | Mar 31, 2026 |
|---|
| Graph partitioning | 11 | 2 | Apr 2, 2026 |
|---|
| Text-to-motion retrieval | 11 | 8 | Apr 21, 2026 |
|---|
| Embodied Instruction Following | 11 | 10 | Jun 23, 2026 |
|---|
| Phylogenetic Marginal Log-likelihood Estimation | 11 | 1 | Feb 21, 2026 |
|---|
| Unsupervised Object Discovery | 11 | 10 | May 19, 2026 |
|---|
| Root Cause Localization | 11 | 4 | Jun 2, 2026 |
|---|
| Strategic game playing | 11 | 5 | Jun 30, 2026 |
|---|
| Video Action Classification | 11 | 23 | May 12, 2026 |
|---|
| Few-shot Text Classification | 11 | 5 | Apr 20, 2026 |
|---|
| Sparse Regression | 11 | 4 | Jun 5, 2026 |
|---|