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Papers Benchmarks Datasets Tasks

ScienceWorld dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

ScienceWorld

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

ScienceWorld

56.67Success Rate (Task 6-1)

5

Chemistry (Average)

ScienceWorld

53.44Mean Score

5

ScienceWorld

72.67Task 5-2 (L) Mean Score

5

ScienceWorld

50Mean Score (Task 5-1 L)

5

Botany (Average)

ScienceWorld

40.83Mean Score

5

ScienceWorld

100Mean Score (Task 4-4 S)

5

ScienceWorld

100Mean Score (Task 4-3 (S))

5

ScienceWorld

100Mean Score

5

ScienceWorld

100Mean Score

5

Biology (Average)

ScienceWorld

95.83Mean Score

5

ScienceWorld

58.33Mean Score

5

ScienceWorld

68.67Mean Performance

5

ScienceWorld

82.33Mean Score (Task 3-1 S)

5

Electricity (Average)

ScienceWorld

68.5Mean Score

5

ScienceWorld

92.33Mean Score (Task 2-3 L)

5

ScienceWorld

79.67Mean Score (Task 2-2)

5

ScienceWorld

83Mean Score

5

Thermodynamics (Average)

ScienceWorld

85Mean Score

5

ScienceWorld

70.67Mean Score (Task 1-4 L)

5

ScienceWorld

32Mean Score (Task 1-3 L)

5

ScienceWorld

70Mean Score

5

ScienceWorld

27.67Mean Score (Task 1-1 L)

5

State of Matter (Average)

ScienceWorld

49.58Mean Score

5

use-thermometer

ScienceWorld 20 unseen variants (test)

83.7Return

5

measure-melting-point-known-sub

ScienceWorld 20 unseen variants (test)

97.5Return

5

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