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Papers Benchmarks Datasets Tasks

SEED-Bench dataset and benchmarks – Page 3 · SOTA2 Research

Research Datasets

SEED-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Reasoning

SEED-Bench (test)

76.22Accuracy

7

Image Chat / Understanding

SEED-Bench

76.2Accuracy

7

Table & Chart & OCR

SEED-Bench2-Plus

70.8Score

7

Model Ranking Correlation Analysis

SEED-Bench

0.94Spearman Correlation (10% subset)

7

Spatial Reasoning

SEED-Bench-2-Plus

73Accuracy

7

Video Question Answering

SEED-Bench (test)

31.04Procedure Understanding

7

Multi-modal Evaluation

Seed-Bench

0.79Seed Score

6

SEED-Bench-2-Plus

75Score

6

Multi-modal Dialogue

SEED-Bench (test)

58.6Accuracy

6

Holistic Perception

SEED-Bench

76.8Accuracy

6

Multi-modal Evaluation

SEED-Bench all

14.54Performance Gain Sum

6

Image Understanding

SEED-Bench 2

67.3SEED-2 Image Score

6

Multi-modal Understanding

SEED-Bench (test)

52.38TU (Text Understanding)

5

Chart Understanding

SEED-Bench 2 Plus

0.724Accuracy

4

Spatial and temporal comprehension

SEED-Bench

40.9SEED-S Score

4

Multi-modal Evaluation

SEED-Bench-2 Plus

67.85Score

3

Multimodal Representation Evaluation

SEED-Bench

99.94Average Accuracy

2

Multimodal Evaluation

SEED-Bench Image

63.8Score

2

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Popular tasks

Multimodal Understanding Multimodal Evaluation Video Reasoning Visual Question Answering Multimodal Reasoning

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