Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Token Efficiency | 10 | 2 | Apr 21, 2026 | |
| Constraint Satisfaction | 10 | 7 | May 26, 2026 | |
| System Dynamics Prediction | 10 | 2 | May 11, 2026 | |
| Abusive Speech Detection | 10 | 1 | Apr 13, 2026 | |
| Fill-in-the-Middle Code Completion | 10 | 2 | Jun 4, 2026 | |
| LPC Optimization | 10 | 1 | Apr 8, 2026 | |
| Binomial test for accent bias | 10 | 1 | Feb 22, 2026 | |
| Future video prediction | 10 | 5 | Jun 9, 2026 | |
| Aspect-Based Sentiment Analysis (ABSA) | 10 | 3 | Feb 18, 2026 | |
| Multi-turn Dialogue Evaluation |
| 10 |
| 43 |
| Jun 23, 2026 |
| Sparse Reconstruction | 10 | 3 | Jun 8, 2026 |
|---|
| Online Out-of-Distribution Detection | 10 | 1 | Feb 18, 2026 |
|---|
| Hyperspectral Classification | 10 | 6 | May 6, 2026 |
|---|
| Contextual Auction | 10 | 1 | Feb 18, 2026 |
|---|
| Heterogeneous Face Recognition | 10 | 5 | May 19, 2026 |
|---|
| INR classification | 10 | 4 | Jul 3, 2026 |
|---|
| Machine Learning | 10 | 7 | Jun 12, 2026 |
|---|
| Federated Learning Image Classification | 10 | 5 | May 4, 2026 |
|---|
| Referring Audio-Visual Segmentation | 10 | 4 | May 15, 2026 |
|---|
| Word Prediction | 10 | 36 | Jun 24, 2026 |
|---|
| 6-DoF Bronchoscope Localization | 10 | 1 | Feb 20, 2026 |
|---|
| Image Manipulation Detection and Localization | 10 | 4 | May 18, 2026 |
|---|
| Cooperative UGV-UAV shortest path planning | 10 | 1 | Apr 29, 2026 |
|---|
| Packing While Traveling | 10 | 1 | Apr 16, 2026 |
|---|
| DAG Structure Recovery | 10 | 1 | Apr 7, 2026 |
|---|