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模型

76 个 · 16 项基准

评分

Graphwalks BFS 1M F1

Graphwalks BFS 256k F1

Arena Document Rating

OpenAI MRCR v2 8-needle 512K-1M

OpenAI MRCR v2 8-needle 256K-512K

Graphwalks parents 1M F1

OpenAI MRCR v2 8-needle 128K-256K

Graphwalks parents 256k F1

OpenAI MRCR v2 8-needle 64K-128K

OpenAI MRCR v2 8-needle 16K-32K

OpenAI MRCR v2 8-needle 32K-64K

OpenAI MRCR v2 8-needle 4K-8K

100.0

77.1%

90.7%

-

73.8%

91.5%

-

-

-

-

-

-

-

-

-

-

-

2

97.2

79.4%

91.1%

1507.1 Elo

-

-

-

-

-

-

-

-

-

-

-

-

-

3 GPT-5.6 Terra

92.6

71.2%

76.9%

-

72.5%

89.6%

-

-

-

-

-

-

-

-

-

-

-

4

Claude Opus 4.6

91.5

41.2%

-

1508.1 Elo

-

-

-

-

-

72%

92.9%

-

-

-

-

-

-

89.2

45.4%

73.7%

1488.2 Elo

74%

81.5%

27.8%

76.4%

21.1%

58.5%

74%

87.5%

90.1%

83.1%

96.5%

90%

98.1%

6

Claude Sonnet 4.6

88.8

-

-

1487.6 Elo

-

-

-

-

-

-

-

-

-

-

-

-

-

88.0

51.2%

81.3%

-

41.3%

41.3%

-

-

-

-

-

-

-

-

-

-

-

8

Claude Opus 4.8

87.9

68.1%

85.9%

1476.6 Elo

-

-

24.8%

72.2%

16.9%

-

-

-

-

-

-

-

-

9

Gemini 3.5 Flash

87.8

-

-

1481.0 Elo

-

-

-

-

-

-

-

-

-

-

-

-

-

10

86.2

-

-

-

-

-

23.8%

73.4%

17%

-

-

-

-

-

-

-

-

11

Claude Opus 4.7

86.0

-

76.9%

1504.5 Elo

32.2%

-

22.9%

-

-

-

-

59.2%

93.6%

-

-

-

-

12

Claude Sonnet 5

85.8

-

-

1476.1 Elo

-

-

-

-

-

-

-

-

-

-

-

-

-

13

85.3

-

-

-

-

-

23.1%

73.4%

21%

-

-

-

-

-

-

-

-

14

Claude Opus 4.5

84.7

-

-

-

-

-

-

74%

-

-

-

-

-

-

-

-

-

83.6

9.4%

62.5%

1474.9 Elo

36.6%

57.5%

-

-

-

44.4%

-

79.3%

82.8%

86%

97.2%

90.5%

97.3%

16

83.0

-

-

1444.9 Elo

-

-

-

-

-

-

-

-

-

-

-

-

-

17

82.9

-

-

1441.4 Elo

-

-

21.3%

74.6%

16.5%

-

76.3%

-

-

-

-

-

-

18

82.1

-

-

1444.2 Elo

-

-

-

-

-

-

-

-

-

-

-

-

-

81.9

-

-

1405.4 Elo

-

-

-

-

-

-

-

77%

-

85.6%

95.3%

92%

98.2%

20

81.6

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

81.4

-

-

1453.6 Elo

-

-

-

70.2%

-

-

-

-

-

-

-

-

-

22

DeepSeek-V4-Pro

80.5

-

-

-

-

-

18.1%

71.3%

14.3%

-

83.5%

-

-

-

-

-

-

23

80.4

-

-

-

-

-

23.5%

70%

13.3%

-

-

-

-

-

-

-

-

80.1

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

-

低高

单一有效来源基准按 0.5 权重计入，Arena.ai 除外；最高模型归一化为 100