Loading the SOTA2 catalog…
SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Image Generation | STL-10 | 73 | May 13, 2026 | ||
| Out-of-distribution Detection | CIFAR-10 in-distribution LSUN out-of-distribution (test) | 73 | Feb 26, 2026 | ||
| Named Entity Recognition | ACE05 | 73 | Jun 18, 2026 | ||
| Semantic Segmentation | SIFT Flow (test) |
| 73 |
| Feb 26, 2026 |
| Gesture Recognition | WiGesture Dataset | 73 | Feb 26, 2026 |
|---|
| LLM Alignment Evaluation | Arena-Hard | 73 | Apr 14, 2026 |
|---|
| Action Recognition | NTU 60 (55/5 split) | 73 | Apr 21, 2026 |
|---|
| Multi-label Classification | VOC 07 | 73 | May 28, 2026 |
|---|
| Jailbreak Attack | AdvBench (test) | 73 | Mar 4, 2026 |
|---|
| Image Classification | Cars (test) | 73 | May 25, 2026 |
|---|
| Vector Similarity Calculation | N-dimensional Global Descriptors | 72 | Jul 9, 2026 |
|---|
| Object Hallucination Probing | Style-POPE Popular | 72 | Jul 7, 2026 |
|---|
| Imputation | Superconductivity (MAR) | 72 | Jul 7, 2026 |
|---|
| Imputation | Superconductivity (MCAR) | 72 | Jul 7, 2026 |
|---|
| Recommendation | RecGames1 | 72 | Jul 7, 2026 |
|---|
| Certifiable Acceptance Length Estimation | Qwen3-4B | 72 | Jun 30, 2026 |
|---|
| Robot Manipulation | MimicGen 3-Part Assembly D2 | 72 | Jun 19, 2026 |
|---|
| UGV Mission Planning | UGV Mission Planning Simulation | 72 | Jun 16, 2026 |
|---|
| Astronomical Source Detection | LAMOST-DET (test) | 72 | Jun 9, 2026 |
|---|
| Sequence Reconstruction | Synthetic data L = 110 | 72 | Jun 8, 2026 |
|---|
| RUL prediction | N-CMAPSS | 72 | Jun 2, 2026 |
|---|
| Constrained Hyperparameter Optimization | 9 Tabular HPO Benchmarks HPOlib, NAS-Bench-101, NAS-Bench-201 | 72 | Jun 2, 2026 |
|---|
| Mathematical Reasoning | AIME24 v1 (test) | 72 | Jun 2, 2026 |
|---|
| Video Coding | VVC Common Test Condition (CTC) VTM-6.0 (A1 A2 B C E) | 72 | Jun 2, 2026 |
|---|
| Annotation | Annotation Task Suite Toxicity and Safety Domains (various) | 72 | Jun 2, 2026 |
|---|