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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 |
|---|---|---|---|---|
| Binary Graph Classification | 4 | 3 | May 8, 2026 | |
| Length-Constrained Text Generation | 4 | 1 | Feb 18, 2026 | |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 | |
| Protein Prediction | 4 | 1 | Feb 21, 2026 | |
| PDE Forward Problem | 4 | 1 | Feb 21, 2026 | |
| Rebuttal Generation | 4 | 4 | Mar 31, 2026 | |
| Auction Revenue Maximization | 4 | 1 | Feb 18, 2026 | |
| Acoustic Echo Cancellation | 4 | 4 | Jul 3, 2026 | |
| Position Prediction | 4 | 2 | Feb 18, 2026 | |
| Syntactic Generalization |
| 4 |
| 4 |
| May 18, 2026 |
| Outdoor Pose Estimation | 4 | 3 | Feb 24, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Conditional Average Treatment Effect (CATE) Estimation | 4 | 3 | Feb 25, 2026 |
|---|
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
|---|
| Average Treatment Effect (ATE) Estimation | 4 | 4 | May 1, 2026 |
|---|
| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
|---|
| Composite Interception | 4 | 1 | Mar 31, 2026 |
|---|
| Lung Infection Segmentation | 4 | 3 | Apr 14, 2026 |
|---|
| Single Objective Optimization | 4 | 2 | May 6, 2026 |
|---|
| Latency profiling | 4 | 1 | Feb 21, 2026 |
|---|
| post-votes | 4 | 3 | Jun 23, 2026 |
|---|
| Multi-Doc QA | 4 | 4 | Jun 11, 2026 |
|---|
| Text-to-image ReID | 4 | 1 | Feb 18, 2026 |
|---|
| Causal effect prediction | 4 | 2 | Mar 13, 2026 |
|---|
| Web automation | 4 | 5 | Jun 17, 2026 |
|---|