paper-with-me

image-sentence alignment 벤치마크

image-sentence alignment on VALSE action replacement

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pairwise accuracy

49.2 55.8 62.4 69 75.6 2021-12 2026-09 CLIP — 75.6 (2021-12-14) ViLBERT — 70.7 (2021-12-14) GPT2 — 66.8 (2021-12-14) ViLBERT 12-in-1 — 65.9 (2021-12-14) GPT1 — 65.4 (2021-12-14) LXMERT — 54.8 (2021-12-14) VisualBERT — 49.2 (2021-12-14) CLIP — 75.6 (2021-12-14) ViLBERT — 70.7 (2021-12-14) GPT2 — 66.8 (2021-12-14) ViLBERT 12-in-1 — 65.9 (2021-12-14) GPT1 — 65.4 (2021-12-14) LXMERT — 54.8 (2021-12-14) VisualBERT — 49.2 (2021-12-14) CLIP — 75.6 (2021-12-14)
RankModel pairwise accuracyAccuracy (%) PaperCodeYear
1 CLIP 75.6– VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
2 ViLBERT 70.752.6 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
3 GPT2 66.8– VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
4 ViLBERT 12-in-1 65.957.3 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
5 GPT1 65.4– VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
6 LXMERT 54.851.1 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
7 VisualBERT 49.248.8 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
8 CLIP 75.6– VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
9 ViLBERT 70.752.6 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
10 GPT2 66.8– VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
11 ViLBERT 12-in-1 65.957.3 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
12 GPT1 65.4– VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
13 LXMERT 54.851.1 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
14 VisualBERT 49.248.8 VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena heidelberg-nlp/valse 2021
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