MDU-RiskText / MDU-RiskBench /reference_results /llm_full_matrix.json
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[
{
"setting": "video_only",
"model": "qwen3.6-flash",
"participants": 850,
"accuracy": 0.3941,
"macro_f1": 0.2204,
"ordinal_mae": 0.7015,
"qwk": 0.0498,
"within_one": 0.8943,
"severe_error": 0.1057,
"elevated_recall": 0.0,
"abstention": 0.0541,
"coverage": 0.9459
},
{
"setting": "video_only",
"model": "deepseek-v4-flash",
"participants": 850,
"accuracy": 0.1906,
"macro_f1": 0.1231,
"ordinal_mae": 0.9924,
"qwk": -0.01,
"within_one": 0.782,
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"elevated_recall": 0.0,
"abstention": 0.2282,
"coverage": 0.7718
},
{
"setting": "video_only",
"model": "gpt-5.6-terra",
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"accuracy": 0.1918,
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"ordinal_mae": 1.0433,
"qwk": 0.0084,
"within_one": 0.7638,
"severe_error": 0.2362,
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"coverage": 0.8965
},
{
"setting": "video_only",
"model": "gemini-3.5-flash",
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"accuracy": 0.1412,
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"qwk": -0.0013,
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},
{
"setting": "non_video_only",
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},
{
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},
{
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},
{
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},
{
"setting": "all_privacy_filtered_text",
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},
{
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},
{
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},
{
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}
]