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image-sentence alignment
벤치마크
image-sentence alignment on VALSE counting small numbers
14개 결과 ·
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pairwise accuracy
48.2
56.2
64.2
72.2
80.2
2021-12
2026-09
ViLBERT 12-in-1 — 80.2 (2021-12-14)
LXMERT — 69.2 (2021-12-14)
ViLBERT — 62.9 (2021-12-14)
CLIP — 62.5 (2021-12-14)
GPT2 — 49.8 (2021-12-14)
GPT1 — 48.7 (2021-12-14)
VisualBERT — 48.2 (2021-12-14)
ViLBERT 12-in-1 — 80.2 (2021-12-14)
LXMERT — 69.2 (2021-12-14)
ViLBERT — 62.9 (2021-12-14)
CLIP — 62.5 (2021-12-14)
GPT2 — 49.8 (2021-12-14)
GPT1 — 48.7 (2021-12-14)
VisualBERT — 48.2 (2021-12-14)
ViLBERT 12-in-1 — 80.2 (2021-12-14)
2021-12-14 — ViLBERT 12-in-1: pairwise accuracy 80.2
Rank
Model
pairwise accuracy
Accuracy (%)
Paper
Code
Year
1
ViLBERT 12-in-1
80.2
69.2
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
2
LXMERT
69.2
55.4
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
3
ViLBERT
62.9
50.6
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
4
CLIP
62.5
–
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
5
GPT2
49.8
–
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
6
GPT1
48.7
–
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
7
VisualBERT
48.2
47.8
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
8
ViLBERT 12-in-1
80.2
69.2
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
9
LXMERT
69.2
55.4
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
10
ViLBERT
62.9
50.6
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
11
CLIP
62.5
–
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
12
GPT2
49.8
–
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
13
GPT1
48.7
–
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
14
VisualBERT
48.2
47.8
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
heidelberg-nlp/valse
2021
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