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Text Retrieval on Flickr30K (test)

100R@1

GLEAM

Updated 1mo ago

Evaluation Results

Method
GLEAM 2026.06	100	-	-	-	-	-	-
DeBias-Attack 2026.06	100	-	-	-	-	-	-
SGA 2026.06	100	-	-	-	-	-	-
SA-AET 2026.06	100	-	-	-	-	-	-
GLEAM 2026.06	100	-	-	-	-	-	-
DeBias-Attack 2026.06	100	-	-	-	-	-	-
SGA 2026.06	100	-	-	-	-	-	-
DRA 2026.06	100	-	-	-	-	-	-
TMM 2026.06	100	-	-	-	-	-	-
SA-AET 2026.06	100	-	-	-	-	-	-
DeBias-Attack 2026.06	100	-	-	-	-	-	-
SA-AET 2026.06	100	-	-	-	-	-	-
GLEAM 2026.06	100	-	-	-	-	-	-
DeBias-Attack 2026.06	100	-	-	-	-	-	-
SA-AET 2026.06	99.91	-	-	-	-	-	-
DRA 2026.06	99.91	-	-	-	-	-	-
GLEAM 2026.06	99.88	-	-	-	-	-	-
SGA 2026.06	99.86	-	-	-	-	-	-
SGA 2026.06	99.86	-	-	-	-	-	-
DRA 2026.06	99.84	-	-	-	-	-	-
DRA 2026.06	99.83	-	-	-	-	-	-
SA-AET 2026.06	98.73	-	-	-	-	-	-
GLEAM 2026.06	98.17	-	-	-	-	-	-
TMM 2026.06	97.87	-	-	-	-	-	-
TMM 2026.06	97.74	-	-	-	-	-	-
DeBias-Attack 2026.06	97.68	-	-	-	-	-	-
TMM 2026.06	97.53	-	-	-	-	-	-
UniMoCo 2025.05	96.8	99.7	99.9	-	-	-	-
Co-Attack 2026.06	96.72	-	-	-	-	-	-
GLEAM 2026.06	96.27	-	-	-	-	-	-
SA-AET 2026.06	96.2	-	-	-	-	-	-
ALBEF 2021.11	95.9	99.8	100	-	-	-	-
ALBEF(14M) 2022.11	95.9	99.8	100	-	-	-	-
SCL 2022.11	95.9	99.8	100	-	-	-	-
Co-Attack 2026.06	95.66	-	-	-	-	-	-
DRA 2026.06	95.45	-	-	-	-	-	-
ALIGN 2022.11	95.3	99.8	100	-	-	-	-
TCL 2022.11	94.9	99.5	99.8	-	-	-	-
VLM2VEC 2025.05	94.6	99.5	99.8	-	-	-	-
ALBEF 2021.11	94.3	99.4	99.8	-	-	-	-
METER-CLIP-ViT-Base 2021.11	94.3	99.6	99.9	-	-	-	-
ALBEF(4M) 2022.11	94.3	99.4	99.8	-	-	-	-
METER 2022.11	94.3	99.6	99.9	-	-	-	-
EVA-02-CLIP-E/14+ 2023.03	93.9	99.4	99.8	-	-	-	-
DeBias-Attack 2026.06	93.43	-	-	-	-	-	-
ALBEF Base 2023.10	93.4	99.5	99.6	-	-	-	-
Open CLIP-G/14 2023.03	92.9	99.3	99.8	-	-	-	-
SGA 2026.06	92.71	-	-	-	-	-	-
METER-Swin-Base 2021.11	92.4	99	99.5	-	-	-	-
EVA-02-CLIP-E/14 2023.03	92.4	99.3	99.9	-	-	-	-
PGD 2026.06	92.21	-	-	-	-	-	-
ALBEF LoRA 2023.10	92.1	99.2	99	-	-	-	-
DRA 2026.06	91.88	-	-	-	-	-	-
EVA-01-CLIP-g/14+ 2023.03	91.6	99.3	99.8	-	-	-	-
PELA 2023.10	91.6	99.3	99.6	-	-	-	-
Open CLIP-g/14 2023.03	91.4	99.2	99.6	-	-	-	-
Co-Attack 2026.06	91.29	-	-	-	-	-	-
Open CLIP-H/14 2023.03	90.8	99.3	99.7	-	-	-	-
EVA-02-CLIP-L/14 2023.03	89.7	98.6	99.2	-	-	-	-
PGD 2026.06	89.54	-	-	-	-	-	-
UNIMO-Large 2021.11	89.4	98.9	99.8	-	-	-	-
EVA-02-CLIP-L/14+ 2023.03	89.2	98.9	99.6	-	-	-	-
PGD 2026.06	89.08	-	-	-	-	-	-
ERNIE-ViL 2021.02	88.7	98	99.2	-	-	-	-
Open CLIP-L/14 2023.03	88.7	98.4	99.2	-	-	-	-
EVA-01-CLIP-g/14 2023.03	88.3	98.3	99.3	-	-	-	-
CLIP 2021.02	88	98.7	99.4	-	-	-	-
VILLA 2021.02	87.9	97.5	98.8	-	-	-	-
VILLA-Large 2021.11	87.9	97.5	98.8	-	-	-	-
VILLA 2023.10	87.9	97.5	98.8	-	-	-	-
SGA 2026.06	87.42	-	-	-	-	-	-
OpenAI CLIP-L/14+ 2023.03	87.4	98.3	99.3	-	-	-	-
Uniter 2021.02	87.3	98	99.2	-	-	-	-
UNITER-Large 2021.11	87.3	98	99.2	-	-	-	-
UNITER 2022.11	87.3	98	99.2	-	-	-	-
UNITER 2023.10	87.3	98	99.2	-	-	-	-
PixelBERT 2021.11	87	98.9	99.5	-	-	-	-
Visual Parsing 2021.11	87	98.4	99.5	-	-	-	-
PixelBERT 2022.11	87	98.9	99.5	-	-	-	-
ERNIE-ViL 2021.06	86.7	97.8	99	-	-	-	-
SOHO 2022.11	86.5	98.1	99.3	-	-	-	-
Open CLIP-B/16 2023.03	86.3	97.9	99.4	-	-	-	-
E2E-VLP 2021.06	86.24	97.5	98.92	-	-	-	-
Unicoder-VL 2021.02	86.2	96.3	99	-	-	-	-
Unicoder-VL 2021.06	86.2	96.3	99	-	-	-	-
UNITER 2021.06	85.9	97.1	98.8	-	-	-	-
EVA-02-CLIP-B/16 2023.03	85.7	96.7	98.9	-	-	-	-
FFF-ViT-B/32 2024.05	85.3	97.5	99.4	-	-	-	-
OpenAI CLIP-L/14 2023.03	85.2	97.3	99	-	-	-	-
CLIP-L/14 2025.05	85.2	97.3	99	-	-	-	-
Uniter 2021.02	83.6	95.7	97.7	-	-	-	-
ViLT 2021.11	83.5	96.7	98.6	-	-	-	-
CODER 2022.08	83.2	96.5	98	520.9	-	-	-
DeBias-Attack 2026.06	83.01	-	-	-	-	-	-
OpenAI CLIP-B/16 2023.03	81.9	96.2	98.8	-	-	-	-
GLEAM 2026.06	79.25	-	-	-	-	-	-
MMnasNet 2020.04	78.3	94.6	97.4	-	-	-	-
Co-Attack 2026.06	78.21	-	-	-	-	-	-
GPO 2022.08	78.1	94.1	97.8	502.3	-	-	-
SGRAF 2022.08	77.8	94.1	97.4	499.6	-	-	-

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