benchmark
Benchmarks
TaskDatasetSOTA resultTrendResults
Benchmark First Turn
2.32Block Efficiency
5
10-task benchmark
87MoE Density
4
benchmark Medium scale
0.024Mean Integrated RMSE
4
Benchmark Small scale
0.014Mean Integrated RMSE
4
100-image benchmark Brighten
1AFFC
4
100-image benchmark Snow
0.365AFFC
4
100-image benchmark Rain
62.1AFFC
4
100-image benchmark Fog
0.7AFFC
4
Benchmark Chinese pattern shift
16.94RMSE
3
Benchmark OCR pattern shift
25.18RMSE
3
Benchmark TB-specific medical text
54.82Accuracy
2
Benchmark 10 visual problem instances 2 1.0 (test)
93Consistency Score
2
Benchmark Skills
39.69Top-1 Accuracy
2
benchmark 16-dataset expanded
52.55Friedman Chi-Squared Statistic
1
benchmark1k2101 (test)
0.883Correlation (R)
1