paper-with-me

Image Captioning 벤치마크

Image Captioning on SCICAP

9개 결과 · ⬇ CSV · JSON

BLEU-4

0.0165 0.01785 0.0192 0.02055 0.0219 2021-10 2026-11 CNN+LSTM (Vision only, First sentence) — 0.0219 (2021-10-22) CNN+LSTM (Text only, First sentence) — 0.0213 (2021-10-22) CNN+LSTM (Text only, Single-Sent Caption) — 0.0212 (2021-10-22) CNN+LSTM (Vision only, Single-Sent Caption) — 0.0207 (2021-10-22) CNN+LSTM (Vision + Text, First sentence) — 0.0205 (2021-10-22) CNN+LSTM (Vision + Text, Single-Sent Caption) — 0.0202 (2021-10-22) CNN+LSTM (Vision only, Caption w/ <=100 words) — 0.0172 (2021-10-22) CNN+LSTM (Vision + Text, Caption w/ <=100 words) — 0.0168 (2021-10-22) CNN+LSTM (Text only, Caption w/ <=100 words) — 0.0165 (2021-10-22) CNN+LSTM (Vision only, First sentence) — 0.0219 (2021-10-22)
RankModel BLEU-4 PaperCodeYear
1 CNN+LSTM (Vision only, First sentence) 0.0219 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
2 CNN+LSTM (Text only, First sentence) 0.0213 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
3 CNN+LSTM (Text only, Single-Sent Caption) 0.0212 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
4 CNN+LSTM (Vision only, Single-Sent Caption) 0.0207 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
5 CNN+LSTM (Vision + Text, First sentence) 0.0205 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
6 CNN+LSTM (Vision + Text, Single-Sent Caption) 0.0202 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
7 CNN+LSTM (Vision only, Caption w/ <=100 words) 0.0172 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
8 CNN+LSTM (Vision + Text, Caption w/ <=100 words) 0.0168 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
9 CNN+LSTM (Text only, Caption w/ <=100 words) 0.0165 SciCap: Generating Captions for Scientific Figures tingyaohsu/scicap 2021
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