Out-of-Distribution
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Grounding | Out-of-Distribution OOD Avg (test) | Accuracy (OOD Avg)78.4 | 18 | |
| Visual Grounding | Out-of-Distribution Scatter Plot (test) | Accuracy89.7 | 18 | |
| Visual Grounding | Out-of-Distribution Bar Chart (test) | Accuracy57 | 18 | |
| Visual Grounding | Out-of-Distribution Large Table (test) | Accuracy91.4 | 18 | |
| General Reasoning and Coding | Out-of-Distribution (ARC-c, GPQA, MMLU-Pro, LiveCodeBench) | ARC-c (pass@1)96.6 | 16 | |
| Debiasing Effectiveness | Out-of-Distribution (OOD) Split | Mean Ratio29.31 | 16 | |
| Reasoning Generalization | Out-of-Distribution Avg | Avg Score (OOD)59.7 | 15 | |
| Video Quality Assessment | Out of Distribution Overall | SRCC0.716 | 13 | |
| Policy Evaluation | Out-of-distribution | Return (r)96.2 | 8 | |
| model jamming with fixed melodies | Out of Distribution (test) | Harmony Ratio78.4 | 5 | |
| Posterior Inference | Out-of-distribution GMM prior (test) | Expected Distance (ED)0.1427 | 4 | |
| Metasurface inverse design | Out-of-Distribution (test) | SG92 | 2 |
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