Qwen3.5-122B-A10B-FP8: benchmark results

Provider: Alibaba. Access: Open.

Aggregate Rating 1691 ± 29, rank #391 of 10916 rated models, from 34 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Video-HOCA - Plausibility Check88Accuracy (%) of the binary plausibility judgement on Video-H100
Video-HOCA - Fine-grained Recognition (Ontological)85.9Macro-F1 (%) of choosing the correct anomaly description amo94.7
3DVerifier - Fine Geometry53.3Balanced accuracy (%)94.4
Video-HOCA - Fine-grained Recognition (Causal)79.2Macro-F1 (%) of choosing the correct anomaly description amo89.5
3DVerifier - Material70.8Balanced accuracy (%)88.9
ElecVQA-Bench - Binary Defect Assessment (Zero-Shot)71Balanced accuracy (%; mean of the defective and normal class83.3
Video-HOCA - Category Attribution (Ontological)45Macro-F1 (%) of attributing each anomalous video to one of t78.9
Trip+ - Soft Preferences63.19Soft-preference satisfaction (0-100), a rate scaled by 100: 76.5
3DVerifier - Grasp58Balanced accuracy (%)66.7
3DVerifier - Part64.7Balanced accuracy (%)66.7
3DVerifier - Part Grounding75.7Balanced accuracy (%)66.7
Video-HOCA - Physical Reasoning (Causal)61.4Rubric score (0-100) by a GPT-OSS-120B judge of the structur63.2

Interactive version: theaggregate.ai/model?slug=qwen3-5-122b-a10b-fp8 · How It Works · Data refreshed daily, snapshot 2026-11-08.