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_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": 263, | |
| "n": 320, | |
| "accuracy": 82.19 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 135, | |
| "n": 192, | |
| "accuracy": 70.31 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 51, | |
| "n": 96, | |
| "accuracy": 53.12 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 392, | |
| "n": 480, | |
| "accuracy": 81.67 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 872, | |
| "n": 960, | |
| "accuracy": 90.83 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closure_contract_v3_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": { | |
| "correct": 259, | |
| "n": 320, | |
| "accuracy": 80.94 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 131, | |
| "n": 192, | |
| "accuracy": 68.23 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 47, | |
| "n": 96, | |
| "accuracy": 48.96 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 275, | |
| "n": 320, | |
| "accuracy": 85.94 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 386, | |
| "n": 480, | |
| "accuracy": 80.42 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 866, | |
| "n": 960, | |
| "accuracy": 90.21 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closure_contract_v3_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": 258, | |
| "n": 320, | |
| "accuracy": 80.62 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 130, | |
| "n": 192, | |
| "accuracy": 67.71 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 45, | |
| "n": 96, | |
| "accuracy": 46.88 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 274, | |
| "n": 320, | |
| "accuracy": 85.62 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 383, | |
| "n": 480, | |
| "accuracy": 79.79 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 863, | |
| "n": 960, | |
| "accuracy": 89.9 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closure_contract_v3_deepseek-flash_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
| "mean": 81.25, | |
| "sd": 0.83, | |
| "ci95_half_width": 2.06, | |
| "min": 80.62, | |
| "max": 82.19, | |
| "values": [ | |
| 82.19, | |
| 80.94, | |
| 80.62 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "mean": 68.75, | |
| "sd": 1.38, | |
| "ci95_half_width": 3.42, | |
| "min": 67.71, | |
| "max": 70.31, | |
| "values": [ | |
| 70.31, | |
| 68.23, | |
| 67.71 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 49.65, | |
| "sd": 3.18, | |
| "ci95_half_width": 7.89, | |
| "min": 46.88, | |
| "max": 53.12, | |
| "values": [ | |
| 53.12, | |
| 48.96, | |
| 46.88 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "cwa_accuracy": { | |
| "mean": 86.04, | |
| "sd": 0.48, | |
| "ci95_half_width": 1.19, | |
| "min": 85.62, | |
| "max": 86.56, | |
| "values": [ | |
| 86.56, | |
| 85.94, | |
| 85.62 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
| "mean": 90.31, | |
| "sd": 0.47, | |
| "ci95_half_width": 1.18, | |
| "min": 89.9, | |
| "max": 90.83, | |
| "values": [ | |
| 90.83, | |
| 90.21, | |
| 89.9 | |
| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
| "n": 960, | |
| "consistent": 949, | |
| "rate": 98.85 | |
| }, | |
| "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": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 149, | |
| "n": 192, | |
| "accuracy": 77.6 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 61, | |
| "n": 96, | |
| "accuracy": 63.54 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 293, | |
| "n": 320, | |
| "accuracy": 91.56 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 418, | |
| "n": 480, | |
| "accuracy": 87.08 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 898, | |
| "n": 960, | |
| "accuracy": 93.54 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closure_contract_v3_deepseek-pro_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "deepseek-v4-pro" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 276, | |
| "n": 320, | |
| "accuracy": 86.25 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 148, | |
| "n": 192, | |
| "accuracy": 77.08 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 59, | |
| "n": 96, | |
| "accuracy": 61.46 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 294, | |
| "n": 320, | |
| "accuracy": 91.88 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 417, | |
| "n": 480, | |
| "accuracy": 86.88 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 897, | |
| "n": 960, | |
| "accuracy": 93.44 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closure_contract_v3_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": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 149, | |
| "n": 192, | |
| "accuracy": 77.6 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 59, | |
| "n": 96, | |
| "accuracy": 61.46 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 298, | |
| "n": 320, | |
| "accuracy": 93.12 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 421, | |
| "n": 480, | |
| "accuracy": 87.71 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 901, | |
| "n": 960, | |
| "accuracy": 93.85 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closure_contract_v3_deepseek-pro_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
| "mean": 86.46, | |
| "sd": 0.18, | |
| "ci95_half_width": 0.44, | |
| "min": 86.25, | |
| "max": 86.56, | |
| "values": [ | |
| 86.56, | |
| 86.25, | |
| 86.56 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "mean": 77.43, | |
| "sd": 0.3, | |
| "ci95_half_width": 0.75, | |
| "min": 77.08, | |
| "max": 77.6, | |
| "values": [ | |
| 77.6, | |
| 77.08, | |
| 77.6 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 62.15, | |
| "sd": 1.2, | |
| "ci95_half_width": 2.98, | |
| "min": 61.46, | |
| "max": 63.54, | |
| "values": [ | |
| 63.54, | |
| 61.46, | |
| 61.46 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "cwa_accuracy": { | |
| "mean": 92.19, | |
| "sd": 0.82, | |
| "ci95_half_width": 2.05, | |
| "min": 91.56, | |
| "max": 93.12, | |
| "values": [ | |
| 91.56, | |
| 91.88, | |
| 93.12 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
| "mean": 93.61, | |
| "sd": 0.21, | |
| "ci95_half_width": 0.53, | |
| "min": 93.44, | |
| "max": 93.85, | |
| "values": [ | |
| 93.54, | |
| 93.44, | |
| 93.85 | |
| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
| "n": 960, | |
| "consistent": 946, | |
| "rate": 98.54 | |
| }, | |
| "mean_parse_failures": 0.0, | |
| "mean_api_errors": 0.0 | |
| }, | |
| "llama-maverick": { | |
| "model": "meta-llama/llama-4-maverick", | |
| "n_repeats": 3, | |
| "replicates": [ | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-maverick" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 318, | |
| "n": 320, | |
| "accuracy": 99.38 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 190, | |
| "n": 192, | |
| "accuracy": 98.96 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 95, | |
| "n": 96, | |
| "accuracy": 98.96 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 319, | |
| "n": 320, | |
| "accuracy": 99.69 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 478, | |
| "n": 480, | |
| "accuracy": 99.58 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 958, | |
| "n": 960, | |
| "accuracy": 99.79 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closure_contract_v3_llama-maverick_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-maverick" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 319, | |
| "n": 320, | |
| "accuracy": 99.69 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 191, | |
| "n": 192, | |
| "accuracy": 99.48 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 319, | |
| "n": 320, | |
| "accuracy": 99.69 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 479, | |
| "n": 480, | |
| "accuracy": 99.79 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 959, | |
| "n": 960, | |
| "accuracy": 99.9 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closure_contract_v3_llama-maverick_repeat_2_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-maverick" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 319, | |
| "n": 320, | |
| "accuracy": 99.69 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 191, | |
| "n": 192, | |
| "accuracy": 99.48 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 319, | |
| "n": 320, | |
| "accuracy": 99.69 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 479, | |
| "n": 480, | |
| "accuracy": 99.79 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 959, | |
| "n": 960, | |
| "accuracy": 99.9 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closure_contract_v3_llama-maverick_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
| "mean": 99.59, | |
| "sd": 0.18, | |
| "ci95_half_width": 0.44, | |
| "min": 99.38, | |
| "max": 99.69, | |
| "values": [ | |
| 99.38, | |
| 99.69, | |
| 99.69 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "mean": 99.31, | |
| "sd": 0.3, | |
| "ci95_half_width": 0.75, | |
| "min": 98.96, | |
| "max": 99.48, | |
| "values": [ | |
| 98.96, | |
| 99.48, | |
| 99.48 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 99.65, | |
| "sd": 0.6, | |
| "ci95_half_width": 1.49, | |
| "min": 98.96, | |
| "max": 100.0, | |
| "values": [ | |
| 98.96, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "cwa_accuracy": { | |
| "mean": 99.69, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 99.69, | |
| "max": 99.69, | |
| "values": [ | |
| 99.69, | |
| 99.69, | |
| 99.69 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
| "mean": 99.86, | |
| "sd": 0.06, | |
| "ci95_half_width": 0.16, | |
| "min": 99.79, | |
| "max": 99.9, | |
| "values": [ | |
| 99.79, | |
| 99.9, | |
| 99.9 | |
| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
| "n": 960, | |
| "consistent": 959, | |
| "rate": 99.9 | |
| }, | |
| "mean_parse_failures": 0.0, | |
| "mean_api_errors": 0.0 | |
| }, | |
| "llama-scout": { | |
| "model": "meta-llama/llama-4-scout", | |
| "n_repeats": 3, | |
| "replicates": [ | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-scout" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 1, | |
| "semantic_switch_accuracy": { | |
| "correct": 162, | |
| "n": 320, | |
| "accuracy": 50.62 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 35, | |
| "n": 192, | |
| "accuracy": 18.23 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 4, | |
| "n": 96, | |
| "accuracy": 4.17 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 52, | |
| "n": 96, | |
| "accuracy": 54.17 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 223, | |
| "n": 320, | |
| "accuracy": 69.69 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 281, | |
| "n": 320, | |
| "accuracy": 87.81 | |
| }, | |
| "false_accuracy": { | |
| "correct": 290, | |
| "n": 480, | |
| "accuracy": 60.42 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 206, | |
| "n": 288, | |
| "accuracy": 71.53 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 688, | |
| "n": 960, | |
| "accuracy": 71.67 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closure_contract_v3_llama-scout_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-scout" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 1, | |
| "semantic_switch_accuracy": { | |
| "correct": 164, | |
| "n": 320, | |
| "accuracy": 51.25 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 37, | |
| "n": 192, | |
| "accuracy": 19.27 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 6, | |
| "n": 96, | |
| "accuracy": 6.25 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 52, | |
| "n": 96, | |
| "accuracy": 54.17 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 220, | |
| "n": 320, | |
| "accuracy": 68.75 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 278, | |
| "n": 320, | |
| "accuracy": 86.88 | |
| }, | |
| "false_accuracy": { | |
| "correct": 290, | |
| "n": 480, | |
| "accuracy": 60.42 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 202, | |
| "n": 288, | |
| "accuracy": 70.14 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 684, | |
| "n": 960, | |
| "accuracy": 71.25 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closure_contract_v3_llama-scout_repeat_2_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "meta-llama/llama-4-scout" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 2, | |
| "semantic_switch_accuracy": { | |
| "correct": 161, | |
| "n": 320, | |
| "accuracy": 50.31 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 33, | |
| "n": 192, | |
| "accuracy": 17.19 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 3, | |
| "n": 96, | |
| "accuracy": 3.12 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 47, | |
| "n": 96, | |
| "accuracy": 48.96 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 222, | |
| "n": 320, | |
| "accuracy": 69.38 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 278, | |
| "n": 320, | |
| "accuracy": 86.88 | |
| }, | |
| "false_accuracy": { | |
| "correct": 289, | |
| "n": 480, | |
| "accuracy": 60.21 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 197, | |
| "n": 288, | |
| "accuracy": 68.4 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 678, | |
| "n": 960, | |
| "accuracy": 70.62 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closure_contract_v3_llama-scout_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
| "mean": 50.73, | |
| "sd": 0.48, | |
| "ci95_half_width": 1.19, | |
| "min": 50.31, | |
| "max": 51.25, | |
| "values": [ | |
| 50.62, | |
| 51.25, | |
| 50.31 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "mean": 18.23, | |
| "sd": 1.04, | |
| "ci95_half_width": 2.58, | |
| "min": 17.19, | |
| "max": 19.27, | |
| "values": [ | |
| 18.23, | |
| 19.27, | |
| 17.19 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 4.51, | |
| "sd": 1.59, | |
| "ci95_half_width": 3.96, | |
| "min": 3.12, | |
| "max": 6.25, | |
| "values": [ | |
| 4.17, | |
| 6.25, | |
| 3.12 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "mean": 52.43, | |
| "sd": 3.01, | |
| "ci95_half_width": 7.47, | |
| "min": 48.96, | |
| "max": 54.17, | |
| "values": [ | |
| 54.17, | |
| 54.17, | |
| 48.96 | |
| ] | |
| }, | |
| "cwa_accuracy": { | |
| "mean": 69.27, | |
| "sd": 0.48, | |
| "ci95_half_width": 1.19, | |
| "min": 68.75, | |
| "max": 69.69, | |
| "values": [ | |
| 69.69, | |
| 68.75, | |
| 69.38 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
| "mean": 87.19, | |
| "sd": 0.54, | |
| "ci95_half_width": 1.33, | |
| "min": 86.88, | |
| "max": 87.81, | |
| "values": [ | |
| 87.81, | |
| 86.88, | |
| 86.88 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
| "mean": 71.18, | |
| "sd": 0.53, | |
| "ci95_half_width": 1.31, | |
| "min": 70.62, | |
| "max": 71.67, | |
| "values": [ | |
| 71.67, | |
| 71.25, | |
| 70.62 | |
| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
| "n": 960, | |
| "consistent": 895, | |
| "rate": 93.23 | |
| }, | |
| "mean_parse_failures": 1.33, | |
| "mean_api_errors": 0.0 | |
| }, | |
| "mistral-medium": { | |
| "model": "mistralai/mistral-medium-3-5", | |
| "n_repeats": 3, | |
| "replicates": [ | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "mistralai/mistral-medium-3-5" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 281, | |
| "n": 320, | |
| "accuracy": 87.81 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 153, | |
| "n": 192, | |
| "accuracy": 79.69 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 57, | |
| "n": 96, | |
| "accuracy": 59.38 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 441, | |
| "n": 480, | |
| "accuracy": 91.88 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 921, | |
| "n": 960, | |
| "accuracy": 95.94 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closure_contract_v3_mistral-medium_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "mistralai/mistral-medium-3-5" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 278, | |
| "n": 320, | |
| "accuracy": 86.88 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 150, | |
| "n": 192, | |
| "accuracy": 78.12 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 54, | |
| "n": 96, | |
| "accuracy": 56.25 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 438, | |
| "n": 480, | |
| "accuracy": 91.25 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 918, | |
| "n": 960, | |
| "accuracy": 95.62 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closure_contract_v3_mistral-medium_repeat_2_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "mistralai/mistral-medium-3-5" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 277, | |
| "n": 320, | |
| "accuracy": 86.56 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 149, | |
| "n": 192, | |
| "accuracy": 77.6 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 53, | |
| "n": 96, | |
| "accuracy": 55.21 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 96, | |
| "n": 96, | |
| "accuracy": 100.0 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 317, | |
| "n": 320, | |
| "accuracy": 99.06 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 320, | |
| "n": 320, | |
| "accuracy": 100.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 434, | |
| "n": 480, | |
| "accuracy": 90.42 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 288, | |
| "n": 288, | |
| "accuracy": 100.0 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 914, | |
| "n": 960, | |
| "accuracy": 95.21 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closure_contract_v3_mistral-medium_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
| "mean": 87.08, | |
| "sd": 0.65, | |
| "ci95_half_width": 1.61, | |
| "min": 86.56, | |
| "max": 87.81, | |
| "values": [ | |
| 87.81, | |
| 86.88, | |
| 86.56 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "mean": 78.47, | |
| "sd": 1.09, | |
| "ci95_half_width": 2.7, | |
| "min": 77.6, | |
| "max": 79.69, | |
| "values": [ | |
| 79.69, | |
| 78.12, | |
| 77.6 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 56.95, | |
| "sd": 2.17, | |
| "ci95_half_width": 5.39, | |
| "min": 55.21, | |
| "max": 59.38, | |
| "values": [ | |
| 59.38, | |
| 56.25, | |
| 55.21 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "cwa_accuracy": { | |
| "mean": 99.69, | |
| "sd": 0.54, | |
| "ci95_half_width": 1.35, | |
| "min": 99.06, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 99.06 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
| "mean": 100.0, | |
| "sd": 0.0, | |
| "ci95_half_width": 0.0, | |
| "min": 100.0, | |
| "max": 100.0, | |
| "values": [ | |
| 100.0, | |
| 100.0, | |
| 100.0 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
| "mean": 95.59, | |
| "sd": 0.37, | |
| "ci95_half_width": 0.91, | |
| "min": 95.21, | |
| "max": 95.94, | |
| "values": [ | |
| 95.94, | |
| 95.62, | |
| 95.21 | |
| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
| "n": 960, | |
| "consistent": 936, | |
| "rate": 97.5 | |
| }, | |
| "mean_parse_failures": 0.0, | |
| "mean_api_errors": 0.0 | |
| }, | |
| "mistral-small": { | |
| "model": "mistralai/mistral-small-2603", | |
| "n_repeats": 3, | |
| "replicates": [ | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "mistralai/mistral-small-2603" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 176, | |
| "n": 320, | |
| "accuracy": 55.0 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 50, | |
| "n": 192, | |
| "accuracy": 26.04 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 29, | |
| "n": 96, | |
| "accuracy": 30.21 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 29, | |
| "n": 96, | |
| "accuracy": 30.21 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 293, | |
| "n": 320, | |
| "accuracy": 91.56 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 288, | |
| "n": 320, | |
| "accuracy": 90.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 384, | |
| "n": 480, | |
| "accuracy": 80.0 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 191, | |
| "n": 288, | |
| "accuracy": 66.32 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 767, | |
| "n": 960, | |
| "accuracy": 79.9 | |
| }, | |
| "repeat": 1, | |
| "scored": "results/scored/replicates/closure_contract_v3_mistral-small_repeat_1_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "mistralai/mistral-small-2603" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 172, | |
| "n": 320, | |
| "accuracy": 53.75 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 48, | |
| "n": 192, | |
| "accuracy": 25.0 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 27, | |
| "n": 96, | |
| "accuracy": 28.12 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 29, | |
| "n": 96, | |
| "accuracy": 30.21 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 293, | |
| "n": 320, | |
| "accuracy": 91.56 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 288, | |
| "n": 320, | |
| "accuracy": 90.0 | |
| }, | |
| "false_accuracy": { | |
| "correct": 380, | |
| "n": 480, | |
| "accuracy": 79.17 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 193, | |
| "n": 288, | |
| "accuracy": 67.01 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 765, | |
| "n": 960, | |
| "accuracy": 79.69 | |
| }, | |
| "repeat": 2, | |
| "scored": "results/scored/replicates/closure_contract_v3_mistral-small_repeat_2_scored.jsonl" | |
| }, | |
| { | |
| "n_scored": 960, | |
| "n_dataset": 960, | |
| "coverage": 100.0, | |
| "models": [ | |
| "mistralai/mistral-small-2603" | |
| ], | |
| "api_errors": 0, | |
| "parse_failures": 0, | |
| "semantic_switch_accuracy": { | |
| "correct": 187, | |
| "n": 320, | |
| "accuracy": 58.44 | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "correct": 61, | |
| "n": 192, | |
| "accuracy": 31.77 | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "correct": 35, | |
| "n": 96, | |
| "accuracy": 36.46 | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "correct": 32, | |
| "n": 96, | |
| "accuracy": 33.33 | |
| }, | |
| "cwa_accuracy": { | |
| "correct": 296, | |
| "n": 320, | |
| "accuracy": 92.5 | |
| }, | |
| "owa_accuracy": { | |
| "correct": 292, | |
| "n": 320, | |
| "accuracy": 91.25 | |
| }, | |
| "false_accuracy": { | |
| "correct": 393, | |
| "n": 480, | |
| "accuracy": 81.88 | |
| }, | |
| "unknown_accuracy": { | |
| "correct": 198, | |
| "n": 288, | |
| "accuracy": 68.75 | |
| }, | |
| "overall_accuracy": { | |
| "correct": 783, | |
| "n": 960, | |
| "accuracy": 81.56 | |
| }, | |
| "repeat": 3, | |
| "scored": "results/scored/replicates/closure_contract_v3_mistral-small_repeat_3_scored.jsonl" | |
| } | |
| ], | |
| "metrics": { | |
| "semantic_switch_accuracy": { | |
| "mean": 55.73, | |
| "sd": 2.43, | |
| "ci95_half_width": 6.03, | |
| "min": 53.75, | |
| "max": 58.44, | |
| "values": [ | |
| 55.0, | |
| 53.75, | |
| 58.44 | |
| ] | |
| }, | |
| "core_contrastive_switch_accuracy": { | |
| "mean": 27.6, | |
| "sd": 3.65, | |
| "ci95_half_width": 9.06, | |
| "min": 25.0, | |
| "max": 31.77, | |
| "values": [ | |
| 26.04, | |
| 25.0, | |
| 31.77 | |
| ] | |
| }, | |
| "lcwa_closed_scope_accuracy": { | |
| "mean": 31.6, | |
| "sd": 4.34, | |
| "ci95_half_width": 10.78, | |
| "min": 28.12, | |
| "max": 36.46, | |
| "values": [ | |
| 30.21, | |
| 28.12, | |
| 36.46 | |
| ] | |
| }, | |
| "lcwa_open_scope_accuracy": { | |
| "mean": 31.25, | |
| "sd": 1.8, | |
| "ci95_half_width": 4.48, | |
| "min": 30.21, | |
| "max": 33.33, | |
| "values": [ | |
| 30.21, | |
| 30.21, | |
| 33.33 | |
| ] | |
| }, | |
| "cwa_accuracy": { | |
| "mean": 91.87, | |
| "sd": 0.54, | |
| "ci95_half_width": 1.35, | |
| "min": 91.56, | |
| "max": 92.5, | |
| "values": [ | |
| 91.56, | |
| 91.56, | |
| 92.5 | |
| ] | |
| }, | |
| "owa_accuracy": { | |
| "mean": 90.42, | |
| "sd": 0.72, | |
| "ci95_half_width": 1.79, | |
| "min": 90.0, | |
| "max": 91.25, | |
| "values": [ | |
| 90.0, | |
| 90.0, | |
| 91.25 | |
| ] | |
| }, | |
| "overall_accuracy": { | |
| "mean": 80.38, | |
| "sd": 1.02, | |
| "ci95_half_width": 2.55, | |
| "min": 79.69, | |
| "max": 81.56, | |
| "values": [ | |
| 79.9, | |
| 79.69, | |
| 81.56 | |
| ] | |
| } | |
| }, | |
| "item_answer_consistency": { | |
| "n": 960, | |
| "consistent": 877, | |
| "rate": 91.35 | |
| }, | |
| "mean_parse_failures": 0.0, | |
| "mean_api_errors": 0.0 | |
| } | |
| } | |
| } | |