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Multimodal Image-Retrieval Re-ranking on INQUIRE Rerank iNaturalist 2024 (test)

100Parse Rate (%)

Constrained-decoding Base

Updated 1mo ago

Evaluation Results

Method	Links
Constrained-decoding Base 2026.06		100	0.841
PRISMR (α-mode) (concat) 2026.06		100	0.705
PRISMR (β-mode) (mean) 2026.06		100	0.831
PRISMR (α-mode) (concat) 2026.06		100	0.804
RankGPT 2026.06		90	0.728
Base (score-by-score) 2026.06		10	0.707