Download packaged_replay/claim5.json from ProCreations/repro-procedural-generation-algorithm-discovery-tasks-native: direct link, hf CLI and curl.
- Browser
- Download file 5.18 kB
-
https://huggingface.co/spaces/ProCreations/repro-procedural-generation-algorithm-discovery-tasks-native/resolve/main/packaged_replay/claim5.json
- Command line
-
hf download hf://spaces/ProCreations/repro-procedural-generation-algorithm-discovery-tasks-native/packaged_replay/claim5.json
-
curl -L -o claim5.json https://huggingface.co/spaces/ProCreations/repro-procedural-generation-algorithm-discovery-tasks-native/resolve/main/packaged_replay/claim5.json
5.18 kB
| { | |
| "all_three_models_nonincreasing": true, | |
| "assessment": "verified", | |
| "claim": 5, | |
| "combination_count": 15, | |
| "complete_four_module_combinations": [ | |
| [ | |
| "loss" | |
| ], | |
| [ | |
| "networks" | |
| ], | |
| [ | |
| "optim" | |
| ], | |
| [ | |
| "train" | |
| ], | |
| [ | |
| "loss", | |
| "networks" | |
| ], | |
| [ | |
| "loss", | |
| "optim" | |
| ], | |
| [ | |
| "loss", | |
| "train" | |
| ], | |
| [ | |
| "networks", | |
| "optim" | |
| ], | |
| [ | |
| "networks", | |
| "train" | |
| ], | |
| [ | |
| "optim", | |
| "train" | |
| ], | |
| [ | |
| "loss", | |
| "networks", | |
| "optim" | |
| ], | |
| [ | |
| "loss", | |
| "networks", | |
| "train" | |
| ], | |
| [ | |
| "loss", | |
| "optim", | |
| "train" | |
| ], | |
| [ | |
| "networks", | |
| "optim", | |
| "train" | |
| ], | |
| [ | |
| "loss", | |
| "networks", | |
| "optim", | |
| "train" | |
| ] | |
| ], | |
| "destructive_control_detected": true, | |
| "destructive_control_reversed_success_rates": { | |
| "Deepseek-v3.2": [ | |
| 0.0, | |
| 8.3, | |
| 47.2, | |
| 75.0 | |
| ], | |
| "Devstral2": [ | |
| 0.0, | |
| 0.0, | |
| 27.8, | |
| 29.2 | |
| ], | |
| "GPT-OSS-120b": [ | |
| 0.0, | |
| 8.3, | |
| 11.1, | |
| 50.0 | |
| ] | |
| }, | |
| "environments_with_higher_two_module_ceiling": 3, | |
| "literal_claim": "As the number of editable modules increases in DiscoBench tasks, agent success rates consistently decline while the achievable performance ceiling rises (Appendix G).", | |
| "maximum_return_by_module_count": { | |
| "1": [ | |
| 99.97, | |
| 68.07, | |
| 39.6, | |
| 189.75 | |
| ], | |
| "2": [ | |
| 106.12, | |
| 66.16, | |
| 69.42, | |
| 191.62 | |
| ], | |
| "3": [ | |
| 88.58, | |
| 65.2, | |
| 64.85, | |
| 186.75 | |
| ], | |
| "4": [ | |
| null, | |
| null, | |
| null, | |
| null | |
| ] | |
| }, | |
| "mean_ceiling_increase": 8.9825, | |
| "monotonicity_by_model": { | |
| "Deepseek-v3.2": true, | |
| "Devstral2": true, | |
| "GPT-OSS-120b": true | |
| }, | |
| "single_module_mean_environment_ceiling": 99.3475, | |
| "source_configuration_rows": [ | |
| { | |
| "configuration": "Optimiser", | |
| "module_count": 1, | |
| "returns": [ | |
| 74.97, | |
| 62.86, | |
| 18.11, | |
| 181.25 | |
| ], | |
| "success_rate": 83.33 | |
| }, | |
| { | |
| "configuration": "Loss", | |
| "module_count": 1, | |
| "returns": [ | |
| 83.91, | |
| 62.58, | |
| 39.6, | |
| 179.5 | |
| ], | |
| "success_rate": 77.78 | |
| }, | |
| { | |
| "configuration": "Network", | |
| "module_count": 1, | |
| "returns": [ | |
| 99.97, | |
| 68.07, | |
| 14.2, | |
| 189.75 | |
| ], | |
| "success_rate": 33.33 | |
| }, | |
| { | |
| "configuration": "Train", | |
| "module_count": 1, | |
| "returns": [ | |
| 8.41, | |
| 8.41, | |
| 3.73, | |
| 177.12 | |
| ], | |
| "success_rate": 11.11 | |
| }, | |
| { | |
| "configuration": "Loss + Optimiser", | |
| "module_count": 2, | |
| "returns": [ | |
| 84.47, | |
| 62.89, | |
| 20.5, | |
| 181.38 | |
| ], | |
| "success_rate": 61.11 | |
| }, | |
| { | |
| "configuration": "Network + Optimiser", | |
| "module_count": 2, | |
| "returns": [ | |
| 91.44, | |
| 65.25, | |
| 19.77, | |
| 191.62 | |
| ], | |
| "success_rate": 44.44 | |
| }, | |
| { | |
| "configuration": "Loss + Network", | |
| "module_count": 2, | |
| "returns": [ | |
| 106.12, | |
| 66.16, | |
| 69.42, | |
| 184.0 | |
| ], | |
| "success_rate": 38.89 | |
| }, | |
| { | |
| "configuration": "Loss + Train", | |
| "module_count": 2, | |
| "returns": [ | |
| 8.56, | |
| 61.91, | |
| 3.91, | |
| 169.38 | |
| ], | |
| "success_rate": 22.22 | |
| }, | |
| { | |
| "configuration": "Optimiser + Train", | |
| "module_count": 2, | |
| "returns": [ | |
| 34.61, | |
| 29.45, | |
| null, | |
| null | |
| ], | |
| "success_rate": 5.56 | |
| }, | |
| { | |
| "configuration": "Network + Train", | |
| "module_count": 2, | |
| "returns": [ | |
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| "success_rate": 0.0 | |
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| { | |
| "configuration": "Loss + Network + Optimiser", | |
| "module_count": 3, | |
| "returns": [ | |
| 88.58, | |
| 65.2, | |
| 64.85, | |
| 186.75 | |
| ], | |
| "success_rate": 11.11 | |
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| { | |
| "configuration": "Loss + Optimiser + Train", | |
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| "returns": [ | |
| 0.3, | |
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| { | |
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| "success_rate": 0.0 | |
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| { | |
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| "success_rate": 0.0 | |
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| { | |
| "configuration": "Loss + Network + Optimiser + Train", | |
| "module_count": 4, | |
| "returns": [ | |
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| "success_rate": 0.0 | |
| } | |
| ], | |
| "success_rate_by_editable_module_count": { | |
| "Deepseek-v3.2": [ | |
| 75.0, | |
| 47.2, | |
| 8.3, | |
| 0.0 | |
| ], | |
| "Devstral2": [ | |
| 29.2, | |
| 27.8, | |
| 0.0, | |
| 0.0 | |
| ], | |
| "GPT-OSS-120b": [ | |
| 50.0, | |
| 11.1, | |
| 8.3, | |
| 0.0 | |
| ] | |
| }, | |
| "two_module_mean_environment_ceiling": 108.33 | |
| } | |