ResearchBenchmarksImage Classification on VISTA-Beyond Insects SpiderFollow25.8AccuracyMACL16.12818.63921.1523.661Jan 11, 2026Evaluation ResultsMethodMethodLinksAccuracyMACLmode=Zero-shotmode=Zero-shot2026.0125.8ZSNLmode=Zero-shotmode=Zero-shot2026.0124.1TransCLIPmode=Zero-shotmode=Zero-shot2026.0117.7OpenCLIPmode=Zero-shotmode=Zero-shot2026.0116.5