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Image Retrieval

Benchmark List

All benchmarks related to this task

Best model: HED-N-GAN

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Best model: ERNIE-ViL2.0

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Best model: DINOv2 distilled (ViT-L/14 frozen)

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Best model: CGD (MG/SG)

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Best model: UniCLP

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Best model: Custom: 3 conv + 2 fcn

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Best model: SPN4CIR

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Best model: BLIP-2 ViT-G (fine-tuned)

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Best model: KRAMT

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conqa-conceptual

Best model: CLIP

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crepe-vision-language

Best model: ViT-L-14 (LAION400M)

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Best model: CGD (MG/SG)

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Best model: RCCapsNet

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deepfashion-consumer-to-shop

Best model: CTL Model (ResNet50-IBN-A, 320x320)

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Best model: SwinV2

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exact-street2shop

Best model: CTL Model (ResNet50-IBN-A, 320x320)

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Best model: BLIP-2 ViT-L (zero-shot, 1K test set)

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flickr30k-1k-test

Best model: X-VLM (base)

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foodi-ml-global

Best model: ADAPT-I2T

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google-landmarks-dataset-v2-retrieval-testing

Best model: AMES

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google-landmarks-dataset-v2-retrieval

Best model: UNICOM-ViT-L-14-512px

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Best model: SSAN

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Best model: ContextualCLIP

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Best model: CGD (SG/GS)

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Best model: Smooth-AP

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Best model: MultiGrain R50 @ 800

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Best model: CASE

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localized-narratives

Best model: OPT

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Best model: HADA

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Best model: DTQ

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Best model: GNN-Reranking

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Best model: Offline Diffusion

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Best model: IME layer

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Best model: IHDA

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pku-sketchre-id-dataset

Best model: IHDA

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Best model: SuperGlobal

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roxford-medium-without-fine-tuning

Best model: HesAff–rSIFT–VLAD

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Best model: SuperGlobal

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Best model: CMCL

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Best model: Unicom+ViT-L@336px

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street2shop-topwear

Best model: Ranknet

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Best model: WIT-ALL

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conqa-descriptive

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feta-car-manuals

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