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Binary Predicate Prediction on WebLI Qualitative Spatial VQA human-annotated (test)

75.2AccuracySpatialVLM
49.255.9562.769.45Jan 22, 2024

Evaluation results

MethodLinks
SpatialVLM2024.0175.2
LLaVA-1.52024.0171.3
GPT-4V2024.0168
PaLIvariant=PaLI-X 55B2024.0160.7
InstructBLIP2024.0160.4
PaLM 2-Eparameter count=PaLM 2-S equivalent2024.0150.4
PaLM-Evariant=PaLM-E 12B2024.0150.2