ResearchBenchmarksError explanation quality on GAIAFollow0.635SimREFLECT0.21380.323150.43250.54185Jun 8, 2026Evaluation ResultsMethodMethodLinksSimHigh%REFLECTproxy=trueproxy=true2026.060.63566.2REFLECT2026.060.6153.8Reflexionground_truth=not avail...ground_truth=not available2026.060.54742.9Reflexionground_truth=availableground_truth=available2026.060.53747.4AgentRx2026.060.43637.5AAO2026.060.38530.8SBS2026.060.350BS2026.060.27718.2ICS2026.060.2311.1