ResearchBenchmarksGrounded Situational Summarization on CrisisFACTSGrounded Situational Summarization on CrisisFACTSFollow100Hurricane PrecisionTIGER66.61675.28383.9592.617May 29, 2026Evaluation resultsMethodMethodLinksHurricane PrecisionHurricane RecallHurricane F1Wildfire PrecisionWildfire RecallWildfire F1Flood PrecisionFlood RecallFlood F1Explosion PrecisionExplosion RecallExplosion F1Tornado PrecisionTornado RecallTornado F1Average PrecisionAverage RecallAverage F1TIGERBackbone=Qwen2.5-Omni-7BBackbone=Qwen2.5-Omni-7B2026.0510067.977.496.265.272.694.370.777.790.959.468.797.861.873.3966574FrozenBackbone=Qwen2.5-Omni-7BBackbone=Qwen2.5-Omni-7B2026.0567.963.174.171.458.368.262.366.166.258.355.258.865.458.763.5656066