ResearchBenchmarksAction Recognition on Ego4OODAction Recognition on Ego4OODFollow50.34Accuracy (US-Minn.)CIR14.761623.998333.23542.4717Jan 21, 2026Evaluation resultsMethodMethodLinksAccuracy (US-Minn.)Accuracy (Japan)Accuracy (FRL)Accuracy (Saudi)Accuracy (Italy)Accuracy (US-CMU)Accuracy (UK)Accuracy (India)Average AccuracyCIR2026.0150.3477.3425.7477.7352.7351.8663.2846.455.68MLP-Lite2026.0149.4777.7336.1653.5551.9552.1265.3645.8354.02Random2026.0116.1315.310.714.3212.9311.2814.2212.9113.47