Datasets:
Modalities:
Text
Formats:
json
Languages:
English
Size:
1K - 10K
Tags:
benchmark
llm-evaluation
reasoning
knowledge-representation
open-world-assumption
closed-world-assumption
License:
| { | |
| "dataset": "data/base/full.jsonl", | |
| "n_dataset": 960, | |
| "manifest": "results/reports/closurebench_temp1_replicate_manifest.json", | |
| "runs": { | |
| "deepseek-flash": { | |
| "model": "deepseek-v4-flash", | |
| "n_repeats": 3, | |
| "replicates": [ | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-flash" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 242, | |
| "n": 320, | |
| "accuracy": 75.62 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 114, | |
| "n": 192, | |
| "accuracy": 59.38 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 48, | |
| "n": 96, | |
| "accuracy": 50.0 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 95, | |
| "n": 96, | |
| "accuracy": 98.96 | |
| }, | |
| "cwa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 80.94 | |
| }, | |
| "owa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 99.69 | |
| }, | |
| "false_accuracy": { | |
| "correct": 371, | |
| "n": 480, | |
| "accuracy": 77.29 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 286, | |
| "n": 288, | |
| "accuracy": 99.31 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 849, | |
| "n": 960, | |
| "accuracy": 88.44 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closurebench_temp1_deepseek-flash_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-flash" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
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| "n": 320, | |
| "accuracy": 75.31 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
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| "n": 192, | |
| "accuracy": 59.9 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
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| "n": 96, | |
| "accuracy": 50.0 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 93, | |
| "n": 96, | |
| "accuracy": 96.88 | |
| }, | |
| "cwa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 83.12 | |
| }, | |
| "owa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 99.38 | |
| }, | |
| "false_accuracy": { | |
| "correct": 377, | |
| "n": 480, | |
| "accuracy": 78.54 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 285, | |
| "n": 288, | |
| "accuracy": 98.96 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 853, | |
| "n": 960, | |
| "accuracy": 88.85 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closurebench_temp1_deepseek-flash_repeat_2_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-flash" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 236, | |
| "n": 320, | |
| "accuracy": 73.75 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 112, | |
| "n": 192, | |
| "accuracy": 58.33 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 52, | |
| "n": 96, | |
| "accuracy": 54.17 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 95, | |
| "n": 96, | |
| "accuracy": 98.96 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 263, | |
| "n": 320, | |
| "accuracy": 82.19 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 317, | |
| "n": 320, | |
| "accuracy": 99.06 | |
| }, | |
| "false_accuracy": { | |
| "correct": 379, | |
| "n": 480, | |
| "accuracy": 78.96 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 285, | |
| "n": 288, | |
| "accuracy": 98.96 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 853, | |
| "n": 960, | |
| "accuracy": 88.85 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closurebench_temp1_deepseek-flash_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
| "mean": 74.89, | |
| "sd": 1.0, | |
| "ci95_half_width": 2.49, | |
| "min": 73.75, | |
| "max": 75.62, | |
| "values": [ | |
| 75.62, | |
| 75.31, | |
| 73.75 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "mean": 59.2, | |
| "sd": 0.8, | |
| "ci95_half_width": 1.99, | |
| "min": 58.33, | |
| "max": 59.9, | |
| "values": [ | |
| 59.38, | |
| 59.9, | |
| 58.33 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 51.39, | |
| "sd": 2.41, | |
| "ci95_half_width": 5.98, | |
| "min": 50.0, | |
| "max": 54.17, | |
| "values": [ | |
| 50.0, | |
| 50.0, | |
| 54.17 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
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| "sd": 1.2, | |
| "ci95_half_width": 2.98, | |
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| "max": 98.96, | |
| "values": [ | |
| 98.96, | |
| 96.88, | |
| 98.96 | |
| ] | |
| }, | |
| "cwa_accuracy": { | |
| "mean": 82.08, | |
| "sd": 1.09, | |
| "ci95_half_width": 2.72, | |
| "min": 80.94, | |
| "max": 83.12, | |
| "values": [ | |
| 80.94, | |
| 83.12, | |
| 82.19 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
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| "sd": 0.32, | |
| "ci95_half_width": 0.78, | |
| "min": 99.06, | |
| "max": 99.69, | |
| "values": [ | |
| 99.69, | |
| 99.38, | |
| 99.06 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
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| "sd": 0.24, | |
| "ci95_half_width": 0.59, | |
| "min": 88.44, | |
| "max": 88.85, | |
| "values": [ | |
| 88.44, | |
| 88.85, | |
| 88.85 | |
| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
| "n": 960, | |
| "consistent": 829, | |
| "rate": 86.35 | |
| }, | |
| "mean_parse_failures": 0.0, | |
| "mean_api_errors": 0.0 | |
| }, | |
| "deepseek-pro": { | |
| "model": "deepseek-v4-pro", | |
| "n_repeats": 3, | |
| "replicates": [ | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-pro" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
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| "n": 320, | |
| "accuracy": 74.38 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
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| "n": 192, | |
| "accuracy": 58.33 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
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| "n": 96, | |
| "accuracy": 53.12 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
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| }, | |
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| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "owa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 99.06 | |
| }, | |
| "false_accuracy": { | |
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| "n": 480, | |
| "accuracy": 81.25 | |
| }, | |
| "unknown_accuracy": { | |
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| "n": 288, | |
| "accuracy": 96.53 | |
| }, | |
| "overall_accuracy": { | |
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| "n": 960, | |
| "accuracy": 89.58 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closurebench_temp1_deepseek-pro_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
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| "models": [ | |
| "deepseek-v4-pro" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 243, | |
| "n": 320, | |
| "accuracy": 75.94 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
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| "n": 192, | |
| "accuracy": 60.42 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 53, | |
| "n": 96, | |
| "accuracy": 55.21 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
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| "accuracy": 92.71 | |
| }, | |
| "cwa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 87.81 | |
| }, | |
| "owa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 99.69 | |
| }, | |
| "false_accuracy": { | |
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| "n": 480, | |
| "accuracy": 82.71 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 281, | |
| "n": 288, | |
| "accuracy": 97.57 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 870, | |
| "n": 960, | |
| "accuracy": 90.62 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closurebench_temp1_deepseek-pro_repeat_2_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-pro" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
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| "n": 320, | |
| "accuracy": 77.5 | |
| }, | |
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| "n": 192, | |
| "accuracy": 64.58 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 59, | |
| "n": 96, | |
| "accuracy": 61.46 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
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| "n": 96, | |
| "accuracy": 95.83 | |
| }, | |
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| }, | |
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| "accuracy": 98.75 | |
| }, | |
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| }, | |
| "unknown_accuracy": { | |
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| "n": 288, | |
| "accuracy": 98.26 | |
| }, | |
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| "accuracy": 91.46 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closurebench_temp1_deepseek-pro_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
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| "sd": 1.56, | |
| "ci95_half_width": 3.88, | |
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| "max": 77.5, | |
| "values": [ | |
| 74.38, | |
| 75.94, | |
| 77.5 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
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| "sd": 3.18, | |
| "ci95_half_width": 7.9, | |
| "min": 58.33, | |
| "max": 64.58, | |
| "values": [ | |
| 58.33, | |
| 60.42, | |
| 64.58 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 56.6, | |
| "sd": 4.34, | |
| "ci95_half_width": 10.78, | |
| "min": 53.12, | |
| "max": 61.46, | |
| "values": [ | |
| 53.12, | |
| 55.21, | |
| 61.46 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
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| "sd": 2.16, | |
| "ci95_half_width": 5.38, | |
| "min": 91.67, | |
| "max": 95.83, | |
| "values": [ | |
| 91.67, | |
| 92.71, | |
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| ] | |
| }, | |
| "cwa_accuracy": { | |
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| "sd": 1.1, | |
| "ci95_half_width": 2.73, | |
| "min": 86.56, | |
| "max": 88.75, | |
| "values": [ | |
| 86.56, | |
| 87.81, | |
| 88.75 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
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| "sd": 0.48, | |
| "ci95_half_width": 1.19, | |
| "min": 98.75, | |
| "max": 99.69, | |
| "values": [ | |
| 99.06, | |
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| 98.75 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
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| "sd": 0.94, | |
| "ci95_half_width": 2.34, | |
| "min": 89.58, | |
| "max": 91.46, | |
| "values": [ | |
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| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
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| "rate": 85.0 | |
| }, | |
| "mean_parse_failures": 0.0, | |
| "mean_api_errors": 0.0 | |
| }, | |
| "llama-maverick": { | |
| "model": "meta-llama/llama-4-maverick", | |
| "n_repeats": 3, | |
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| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-maverick" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
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| "n": 320, | |
| "accuracy": 98.44 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 187, | |
| "n": 192, | |
| "accuracy": 97.4 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 94, | |
| "n": 96, | |
| "accuracy": 97.92 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 99.06 | |
| }, | |
| "owa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 475, | |
| "n": 480, | |
| "accuracy": 98.96 | |
| }, | |
| "unknown_accuracy": { | |
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| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
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| "n": 960, | |
| "accuracy": 99.48 | |
| }, | |
| "repeat": 1, | |
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| }, | |
| { | |
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| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-maverick" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
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| "n": 320, | |
| "accuracy": 98.75 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
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| "n": 192, | |
| "accuracy": 97.92 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
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| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
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| "accuracy": 97.92 | |
| }, | |
| "cwa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
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| "n": 480, | |
| "accuracy": 99.58 | |
| }, | |
| "unknown_accuracy": { | |
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| "n": 288, | |
| "accuracy": 99.31 | |
| }, | |
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| "n": 960, | |
| "accuracy": 99.58 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closurebench_temp1_llama-maverick_repeat_2_scored.jsonl" | |
| }, | |
| { | |
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| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-maverick" | |
| ], | |
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| "correct": 316, | |
| "n": 320, | |
| "accuracy": 98.75 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
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| "n": 192, | |
| "accuracy": 98.44 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
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| "n": 320, | |
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| }, | |
| "owa_accuracy": { | |
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| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
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| "n": 480, | |
| "accuracy": 99.17 | |
| }, | |
| "unknown_accuracy": { | |
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| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 956, | |
| "n": 960, | |
| "accuracy": 99.58 | |
| }, | |
| "repeat": 3, | |
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| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
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| "sd": 0.18, | |
| "ci95_half_width": 0.44, | |
| "min": 98.44, | |
| "max": 98.75, | |
| "values": [ | |
| 98.44, | |
| 98.75, | |
| 98.75 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
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| "scored": "results/scored/replicates/closurebench_temp1_mistral-small_repeat_3_scored.jsonl" | |
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| } | |