ML Research Wiki / Benchmarks / Image Captioning / SCICAP

SCICAP

Image Captioning Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: BLEU-4

Top Performing Models

Rank Model Paper BLEU-4 Date Code
1 CNN+LSTM (Vision only, First sentence) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
2 CNN+LSTM (Text only, First sentence) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
3 CNN+LSTM (Text only, Single-Sent Caption) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
4 CNN+LSTM (Vision only, Single-Sent Caption) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
5 CNN+LSTM (Vision + Text, First sentence) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
6 CNN+LSTM (Vision + Text, Single-Sent Caption) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
7 CNN+LSTM (Vision only, Caption w/ <=100 words) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
8 CNN+LSTM (Vision + Text, Caption w/ <=100 words) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap
9 CNN+LSTM (Text only, Caption w/ <=100 words) SciCap: Generating Captions for Scientific Figures 0.02 2021-10-22 📦 tingyaohsu/scicap

All Papers (9)

SciCap: Generating Captions for Scientific Figures

2021
CNN+LSTM (Vision only, Single-Sent Caption)

SciCap: Generating Captions for Scientific Figures

2021
CNN+LSTM (Vision + Text, Single-Sent Caption)

SciCap: Generating Captions for Scientific Figures

2021
CNN+LSTM (Vision only, Caption w/ <=100 words)

SciCap: Generating Captions for Scientific Figures

2021
CNN+LSTM (Vision + Text, Caption w/ <=100 words)

SciCap: Generating Captions for Scientific Figures

2021
CNN+LSTM (Text only, Caption w/ <=100 words)