ResearchBenchmarksImage Classification on Spawrious many-to-many easy (test)For AI assistantsMarkdownContent indexImage Classification on Spawrious many-to-many easy (test)Follow92.6WGAAutoBackSwap49.23260.49171.7583.009Jun 30, 2026Evaluation resultsMethodMethodLinksWGAAccuracyAutoBackSwap2026.0692.697CLIPzero-shot=truezero-shot=true2026.0692.497Chang et al.2026.0689.596.4QWEN3-VLzero-shot=truezero-shot=true2026.0685.793CORAL2026.0681.493.2ERM2026.0681.193Group DRO2026.0677.692.2DFR2026.0675.891AFR2026.0671.490.3SAM3zero-shot=truezero-shot=true2026.0659.780.6ERMaugmentation=heavyaugmentation=heavy2026.0650.979.2