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ResearchFormerly WizWand

Predicate Grounding on ProDG Hanoi

97.3F1 ScoreSymbolizer
-3.8805622.3874748.655574.92353Apr 20, 2026
Updated 6mo ago

Evaluation results

MethodLinks
SymbolizerModel=Gem.3.1-FL2026.0497.3
SymbolizerModel=Gem.3.1-Pro2026.0488.6
SymbolizerModel=Mistral Small2026.0478.4
ViLaInModel=Gem. 3.1-FL, Retries=no retry2026.0465.8
ViLaInModel=Gem. 3.1-FL, Retries=two retries2026.0464.1
ViLaInModel=GPT-4, Retries=two retries2026.0452
ViLaInModel=GPT-4, Retries=no retry2026.0447
SYMBOLIZERBackbone=Gemini 3.1 Flash Lite2026.040.999
SymbolizerModel=Gem.3.1-Pro2026.040.986
SYMBOLIZERBackbone=Gemini 3.1 Pro2026.040.943
SYMBOLIZERBackbone=Mistral Small2026.040.927
ViLaInBackbone=Gemini 3.1 Flash Lite, Retry Strategy=two retries2026.040.9
SymbolizerModel=Gem.3.1-FL2026.040.898
ViLaInBackbone=Gemini 3.1 Flash Lite, Retry Strategy=no retry2026.040.897
ViLaInBackbone=GPT-4, Retry Strategy=no retry2026.040.89
ViLaInBackbone=GPT-4, Retry Strategy=two retries2026.040.89
SymbolizerModel=Mistral Small2026.040.846
ViLaInModel=Gem. 3.1-FL, Retries=two retries2026.040.279
ViLaInModel=Gem. 3.1-FL, Retries=no retry2026.040.011