Upload job_results.json with huggingface_hub
Browse files- job_results.json +449 -0
job_results.json
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| 1 |
+
{
|
| 2 |
+
"meta": {
|
| 3 |
+
"paper": "FullStack-Agent (ICML 2026, xblX2nQrj7)",
|
| 4 |
+
"arxiv": "2602.03798",
|
| 5 |
+
"scope": "toy",
|
| 6 |
+
"sample_ids": [
|
| 7 |
+
"000002",
|
| 8 |
+
"000005",
|
| 9 |
+
"000007",
|
| 10 |
+
"000008",
|
| 11 |
+
"000001"
|
| 12 |
+
],
|
| 13 |
+
"n_instructions": 5,
|
| 14 |
+
"n_fe": 31,
|
| 15 |
+
"n_be": 28,
|
| 16 |
+
"n_db": 21,
|
| 17 |
+
"judge_model": "Qwen/Qwen3-Coder-480B-A35B-Instruct",
|
| 18 |
+
"big_model": "Qwen/Qwen3-Coder-480B-A35B-Instruct",
|
| 19 |
+
"small_model": "Qwen/Qwen3-Coder-30B-A3B-Instruct",
|
| 20 |
+
"learn_model": "local",
|
| 21 |
+
"learn_model_name": "Qwen/Qwen3-Coder-30B-A3B-Instruct",
|
| 22 |
+
"models_via": "HF Inference router (480B, 30B) + self-hosted vLLM (FullStack-Learn-LM-30B)"
|
| 23 |
+
},
|
| 24 |
+
"claim1_fullstack_dev_480b": [
|
| 25 |
+
{
|
| 26 |
+
"id": "000002",
|
| 27 |
+
"category": "Content Presentation",
|
| 28 |
+
"valid_json": false,
|
| 29 |
+
"plan_keys": null,
|
| 30 |
+
"grade": null,
|
| 31 |
+
"error": null
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"id": "000005",
|
| 35 |
+
"category": "Content Presentation",
|
| 36 |
+
"valid_json": true,
|
| 37 |
+
"plan_keys": [
|
| 38 |
+
"backendPlan",
|
| 39 |
+
"frontendPlan"
|
| 40 |
+
],
|
| 41 |
+
"grade": {
|
| 42 |
+
"backend_entities": 1,
|
| 43 |
+
"api_endpoints": 1,
|
| 44 |
+
"frontend_pages": 1,
|
| 45 |
+
"data_flows": 1,
|
| 46 |
+
"json_valid": 1,
|
| 47 |
+
"score": 5,
|
| 48 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 1,\n \"score\": 5\n}\n```"
|
| 49 |
+
},
|
| 50 |
+
"error": null
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"id": "000007",
|
| 54 |
+
"category": "User Interaction",
|
| 55 |
+
"valid_json": true,
|
| 56 |
+
"plan_keys": [
|
| 57 |
+
"backendPlan",
|
| 58 |
+
"frontendPlan"
|
| 59 |
+
],
|
| 60 |
+
"grade": {
|
| 61 |
+
"backend_entities": 1,
|
| 62 |
+
"api_endpoints": 0,
|
| 63 |
+
"frontend_pages": 0,
|
| 64 |
+
"data_flows": 0,
|
| 65 |
+
"json_valid": 1,
|
| 66 |
+
"score": 2,
|
| 67 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 0,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 2\n}\n```"
|
| 68 |
+
},
|
| 69 |
+
"error": null
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"id": "000008",
|
| 73 |
+
"category": "User Interaction",
|
| 74 |
+
"valid_json": true,
|
| 75 |
+
"plan_keys": [
|
| 76 |
+
"backendPlan",
|
| 77 |
+
"frontendPlan"
|
| 78 |
+
],
|
| 79 |
+
"grade": {
|
| 80 |
+
"backend_entities": 1,
|
| 81 |
+
"api_endpoints": 1,
|
| 82 |
+
"frontend_pages": 0,
|
| 83 |
+
"data_flows": 0,
|
| 84 |
+
"json_valid": 1,
|
| 85 |
+
"score": 3,
|
| 86 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 3\n}\n```"
|
| 87 |
+
},
|
| 88 |
+
"error": null
|
| 89 |
+
},
|
| 90 |
+
{
|
| 91 |
+
"id": "000001",
|
| 92 |
+
"category": "Data Management",
|
| 93 |
+
"valid_json": true,
|
| 94 |
+
"plan_keys": [
|
| 95 |
+
"backendPlan",
|
| 96 |
+
"frontendPlan"
|
| 97 |
+
],
|
| 98 |
+
"grade": {
|
| 99 |
+
"backend_entities": 1,
|
| 100 |
+
"api_endpoints": 1,
|
| 101 |
+
"frontend_pages": 1,
|
| 102 |
+
"data_flows": 1,
|
| 103 |
+
"json_valid": 1,
|
| 104 |
+
"score": 5,
|
| 105 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 1,\n \"score\": 5\n}\n```"
|
| 106 |
+
},
|
| 107 |
+
"error": null
|
| 108 |
+
}
|
| 109 |
+
],
|
| 110 |
+
"claim1_baseline_30b": [
|
| 111 |
+
{
|
| 112 |
+
"id": "000002",
|
| 113 |
+
"category": "Content Presentation",
|
| 114 |
+
"valid_json": true,
|
| 115 |
+
"plan_keys": [
|
| 116 |
+
"backendPlan",
|
| 117 |
+
"frontendPlan"
|
| 118 |
+
],
|
| 119 |
+
"grade": {
|
| 120 |
+
"backend_entities": 1,
|
| 121 |
+
"api_endpoints": 1,
|
| 122 |
+
"frontend_pages": 0,
|
| 123 |
+
"data_flows": 0,
|
| 124 |
+
"json_valid": 1,
|
| 125 |
+
"score": 3,
|
| 126 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 3\n}\n```"
|
| 127 |
+
},
|
| 128 |
+
"error": null
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"id": "000005",
|
| 132 |
+
"category": "Content Presentation",
|
| 133 |
+
"valid_json": true,
|
| 134 |
+
"plan_keys": [
|
| 135 |
+
"backendPlan",
|
| 136 |
+
"frontendPlan"
|
| 137 |
+
],
|
| 138 |
+
"grade": {
|
| 139 |
+
"backend_entities": 1,
|
| 140 |
+
"api_endpoints": 1,
|
| 141 |
+
"frontend_pages": 1,
|
| 142 |
+
"data_flows": 1,
|
| 143 |
+
"json_valid": 0,
|
| 144 |
+
"score": 4,
|
| 145 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 0,\n \"score\": 4\n}\n```"
|
| 146 |
+
},
|
| 147 |
+
"error": null
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"id": "000007",
|
| 151 |
+
"category": "User Interaction",
|
| 152 |
+
"valid_json": true,
|
| 153 |
+
"plan_keys": [
|
| 154 |
+
"backendPlan",
|
| 155 |
+
"frontendPlan"
|
| 156 |
+
],
|
| 157 |
+
"grade": {
|
| 158 |
+
"backend_entities": 0,
|
| 159 |
+
"api_endpoints": 0,
|
| 160 |
+
"frontend_pages": 0,
|
| 161 |
+
"data_flows": 0,
|
| 162 |
+
"json_valid": 1,
|
| 163 |
+
"score": 1,
|
| 164 |
+
"raw": "```json\n{\n \"backend_entities\": 0,\n \"api_endpoints\": 0,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 1\n}\n```"
|
| 165 |
+
},
|
| 166 |
+
"error": null
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"id": "000008",
|
| 170 |
+
"category": "User Interaction",
|
| 171 |
+
"valid_json": true,
|
| 172 |
+
"plan_keys": [
|
| 173 |
+
"backendPlan",
|
| 174 |
+
"frontendPlan"
|
| 175 |
+
],
|
| 176 |
+
"grade": {
|
| 177 |
+
"backend_entities": 1,
|
| 178 |
+
"api_endpoints": 0,
|
| 179 |
+
"frontend_pages": 0,
|
| 180 |
+
"data_flows": 0,
|
| 181 |
+
"json_valid": 1,
|
| 182 |
+
"score": 2,
|
| 183 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 0,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 2\n}\n```"
|
| 184 |
+
},
|
| 185 |
+
"error": null
|
| 186 |
+
},
|
| 187 |
+
{
|
| 188 |
+
"id": "000001",
|
| 189 |
+
"category": "Data Management",
|
| 190 |
+
"valid_json": true,
|
| 191 |
+
"plan_keys": [
|
| 192 |
+
"backendPlan",
|
| 193 |
+
"frontendPlan"
|
| 194 |
+
],
|
| 195 |
+
"grade": {
|
| 196 |
+
"backend_entities": 1,
|
| 197 |
+
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|
| 198 |
+
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|
| 199 |
+
"data_flows": 0,
|
| 200 |
+
"json_valid": 1,
|
| 201 |
+
"score": 4,
|
| 202 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 4\n}\n```"
|
| 203 |
+
},
|
| 204 |
+
"error": null
|
| 205 |
+
}
|
| 206 |
+
],
|
| 207 |
+
"claim2_fullstack_learn_30b": [],
|
| 208 |
+
"claim2_base_30b": [],
|
| 209 |
+
"claim4_judge_determinism": {
|
| 210 |
+
"db": [
|
| 211 |
+
{
|
| 212 |
+
"id": "000002",
|
| 213 |
+
"run": 0,
|
| 214 |
+
"answer": "No",
|
| 215 |
+
"error": null
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"id": "000002",
|
| 219 |
+
"run": 1,
|
| 220 |
+
"answer": "No",
|
| 221 |
+
"error": null
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"id": "000005",
|
| 225 |
+
"run": 0,
|
| 226 |
+
"answer": "No",
|
| 227 |
+
"error": null
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"id": "000005",
|
| 231 |
+
"run": 1,
|
| 232 |
+
"answer": "No",
|
| 233 |
+
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|
| 234 |
+
},
|
| 235 |
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{
|
| 236 |
+
"id": "000007",
|
| 237 |
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"run": 0,
|
| 238 |
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"answer": "No",
|
| 239 |
+
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|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"id": "000007",
|
| 243 |
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"run": 1,
|
| 244 |
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"answer": "No",
|
| 245 |
+
"error": null
|
| 246 |
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}
|
| 247 |
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],
|
| 248 |
+
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|
| 249 |
+
{
|
| 250 |
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"id": "000002",
|
| 251 |
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"run": 0,
|
| 252 |
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"answer": "NO",
|
| 253 |
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|
| 254 |
+
},
|
| 255 |
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{
|
| 256 |
+
"id": "000002",
|
| 257 |
+
"run": 1,
|
| 258 |
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"answer": "NO",
|
| 259 |
+
"error": null
|
| 260 |
+
},
|
| 261 |
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{
|
| 262 |
+
"id": "000005",
|
| 263 |
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"run": 0,
|
| 264 |
+
"answer": "NO",
|
| 265 |
+
"error": null
|
| 266 |
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},
|
| 267 |
+
{
|
| 268 |
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"id": "000005",
|
| 269 |
+
"run": 1,
|
| 270 |
+
"answer": "NO",
|
| 271 |
+
"error": null
|
| 272 |
+
},
|
| 273 |
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{
|
| 274 |
+
"id": "000007",
|
| 275 |
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"run": 0,
|
| 276 |
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|
| 277 |
+
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|
| 278 |
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},
|
| 279 |
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{
|
| 280 |
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"id": "000007",
|
| 281 |
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|
| 282 |
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|
| 283 |
+
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|
| 284 |
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}
|
| 285 |
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]
|
| 286 |
+
},
|
| 287 |
+
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|
| 288 |
+
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|
| 289 |
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{
|
| 290 |
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"id": "000002",
|
| 291 |
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|
| 292 |
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| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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|
| 297 |
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|
| 298 |
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|
| 299 |
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"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 3\n}\n```"
|
| 300 |
+
},
|
| 301 |
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|
| 302 |
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},
|
| 303 |
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{
|
| 304 |
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"id": "000005",
|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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|
| 309 |
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|
| 310 |
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|
| 311 |
+
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|
| 312 |
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"score": 5,
|
| 313 |
+
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|
| 314 |
+
},
|
| 315 |
+
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|
| 316 |
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},
|
| 317 |
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{
|
| 318 |
+
"id": "000007",
|
| 319 |
+
"valid_json": true,
|
| 320 |
+
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|
| 321 |
+
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|
| 322 |
+
"api_endpoints": 1,
|
| 323 |
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|
| 324 |
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|
| 325 |
+
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|
| 326 |
+
"score": 2,
|
| 327 |
+
"raw": "```json\n{\n \"backend_entities\": 0,\n \"api_endpoints\": 1,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 2\n}\n```"
|
| 328 |
+
},
|
| 329 |
+
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|
| 330 |
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},
|
| 331 |
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{
|
| 332 |
+
"id": "000008",
|
| 333 |
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|
| 334 |
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"grade": {
|
| 335 |
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|
| 336 |
+
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|
| 337 |
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|
| 338 |
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|
| 339 |
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"json_valid": 1,
|
| 340 |
+
"score": 3,
|
| 341 |
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"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 0,\n \"data_flows\": 0,\n \"json_valid\": 1,\n \"score\": 3\n}\n```"
|
| 342 |
+
},
|
| 343 |
+
"error": null
|
| 344 |
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},
|
| 345 |
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{
|
| 346 |
+
"id": "000001",
|
| 347 |
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|
| 348 |
+
"grade": {
|
| 349 |
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|
| 350 |
+
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|
| 351 |
+
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|
| 352 |
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"data_flows": 1,
|
| 353 |
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|
| 354 |
+
"score": 4,
|
| 355 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 0,\n \"score\": 4\n}\n```"
|
| 356 |
+
},
|
| 357 |
+
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|
| 358 |
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}
|
| 359 |
+
],
|
| 360 |
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|
| 361 |
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{
|
| 362 |
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"id": "000002",
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| 363 |
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
+
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|
| 368 |
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"data_flows": 1,
|
| 369 |
+
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|
| 370 |
+
"score": 5,
|
| 371 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 1,\n \"score\": 5\n}\n```"
|
| 372 |
+
},
|
| 373 |
+
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|
| 374 |
+
},
|
| 375 |
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{
|
| 376 |
+
"id": "000005",
|
| 377 |
+
"valid_json": true,
|
| 378 |
+
"grade": {
|
| 379 |
+
"backend_entities": 1,
|
| 380 |
+
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|
| 381 |
+
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|
| 382 |
+
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|
| 383 |
+
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|
| 384 |
+
"score": 5,
|
| 385 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 1,\n \"score\": 5\n}\n```"
|
| 386 |
+
},
|
| 387 |
+
"error": null
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"id": "000007",
|
| 391 |
+
"valid_json": true,
|
| 392 |
+
"grade": {
|
| 393 |
+
"backend_entities": 1,
|
| 394 |
+
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|
| 395 |
+
"frontend_pages": 1,
|
| 396 |
+
"data_flows": 1,
|
| 397 |
+
"json_valid": 1,
|
| 398 |
+
"score": 5,
|
| 399 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 1,\n \"score\": 5\n}\n```"
|
| 400 |
+
},
|
| 401 |
+
"error": null
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"id": "000008",
|
| 405 |
+
"valid_json": true,
|
| 406 |
+
"grade": {
|
| 407 |
+
"backend_entities": 1,
|
| 408 |
+
"api_endpoints": 1,
|
| 409 |
+
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|
| 410 |
+
"data_flows": 1,
|
| 411 |
+
"json_valid": 1,
|
| 412 |
+
"score": 5,
|
| 413 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 1,\n \"score\": 5\n}\n```"
|
| 414 |
+
},
|
| 415 |
+
"error": null
|
| 416 |
+
},
|
| 417 |
+
{
|
| 418 |
+
"id": "000001",
|
| 419 |
+
"valid_json": true,
|
| 420 |
+
"grade": {
|
| 421 |
+
"backend_entities": 1,
|
| 422 |
+
"api_endpoints": 1,
|
| 423 |
+
"frontend_pages": 1,
|
| 424 |
+
"data_flows": 1,
|
| 425 |
+
"json_valid": 1,
|
| 426 |
+
"score": 5,
|
| 427 |
+
"raw": "```json\n{\n \"backend_entities\": 1,\n \"api_endpoints\": 1,\n \"frontend_pages\": 1,\n \"data_flows\": 1,\n \"json_valid\": 1,\n \"score\": 5\n}\n```"
|
| 428 |
+
},
|
| 429 |
+
"error": null
|
| 430 |
+
}
|
| 431 |
+
]
|
| 432 |
+
},
|
| 433 |
+
"summary": {
|
| 434 |
+
"claim1_480b_plan_score_avg": 3.75,
|
| 435 |
+
"claim1_480b_valid_json_pct": 80.0,
|
| 436 |
+
"claim1_30b_plan_score_avg": 2.8,
|
| 437 |
+
"claim1_30b_valid_json_pct": 100.0,
|
| 438 |
+
"claim2_learn_30b_plan_score_avg": null,
|
| 439 |
+
"claim2_learn_30b_codegen_score_avg": null,
|
| 440 |
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"claim2_base_30b_plan_score_avg": null,
|
| 441 |
+
"claim2_base_30b_codegen_score_avg": null,
|
| 442 |
+
"claim4_db_judge_self_agreement_pct": 100.0,
|
| 443 |
+
"claim4_backend_judge_self_agreement_pct": 100.0,
|
| 444 |
+
"claim5_multi_agent_score_avg": 3.4,
|
| 445 |
+
"claim5_single_agent_score_avg": 5.0,
|
| 446 |
+
"claim5_multi_agent_valid_json_pct": 100.0,
|
| 447 |
+
"claim5_single_agent_valid_json_pct": 100.0
|
| 448 |
+
}
|
| 449 |
+
}
|