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Datasets:
memgui-rl
/
MemGUI-3K-Verl

Tasks:
Image-Text-to-Text
Modalities:
Text
Formats:
json
Size:
10K - 100K
Tags:
mobile-gui-agent
agent-memory
reinforcement-learning
conact
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
MemGUI-3K-Verl
File size: 2,090 Bytes
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{
 "path_mode": "absolute",
 "step_filter": "all-labeled",
 "splits": {
  "train": {
   "samples": 73807,
   "tasks": 2661,
   "bad_step": {
    "false": 52883,
    "true": 20924
   },
   "impact": {
    "positive": 52883,
    "neutral": 7616,
    "negative": 13296,
    "unknown": 12
   },
   "reasonableness": {
    "reasonable": 58004,
    "unreasonable": 15791,
    "unknown": 12
   },
   "is_reasonable": {
    "true": 57951,
    "false": 15856
   },
   "action_type": {
    "click": 38952,
    "drag": 10505,
    "memory_add": 3138,
    "navigate_home": 2731,
    "wait": 5119,
    "navigate_back": 724,
    "input_text": 9686,
    "keyboard_enter": 40,
    "status": 2483,
    "long_press": 241,
    "memory_update": 81,
    "memory_delete": 107
   }
  },
  "test": {
   "samples": 8296,
   "tasks": 295,
   "bad_step": {
    "false": 5941,
    "true": 2355
   },
   "impact": {
    "positive": 5941,
    "neutral": 814,
    "negative": 1539,
    "unknown": 2
   },
   "reasonableness": {
    "reasonable": 6481,
    "unreasonable": 1813,
    "unknown": 2
   },
   "is_reasonable": {
    "true": 6479,
    "false": 1817
   },
   "action_type": {
    "click": 4388,
    "wait": 604,
    "memory_add": 320,
    "navigate_home": 300,
    "input_text": 1243,
    "status": 270,
    "navigate_back": 59,
    "drag": 1063,
    "memory_delete": 10,
    "long_press": 29,
    "keyboard_enter": 6,
    "memory_update": 4
   }
  }
 },
 "combined": {
  "samples": 82103,
  "tasks": 2956,
  "bad_step": {
   "false": 58824,
   "true": 23279
  },
  "impact": {
   "positive": 58824,
   "neutral": 8430,
   "negative": 14835,
   "unknown": 14
  },
  "reasonableness": {
   "reasonable": 64485,
   "unreasonable": 17604,
   "unknown": 14
  },
  "is_reasonable": {
   "true": 64430,
   "false": 17673
  },
  "action_type": {
   "click": 43340,
   "drag": 11568,
   "memory_add": 3458,
   "navigate_home": 3031,
   "wait": 5723,
   "navigate_back": 783,
   "input_text": 10929,
   "keyboard_enter": 46,
   "status": 2753,
   "long_press": 270,
   "memory_update": 85,
   "memory_delete": 117
  }
 }
}