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# Cooperative Vision-and-Dialog Navigation (CVDN) Dataset | ||
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A brief overview of the metadata available in each CVDN instance: | ||
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#### Always Available: | ||
| Metadata | Explanation | | ||
|---|---| | ||
| `idx` | The unique index of this dialog. | | ||
| `scan` | The unique scan ID of the house in which this dialog took place. | | ||
| `target` | The target object. | | ||
| `start_pano` | The navigation node from which the dialog began. | | ||
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#### Only Available at Training Time: | ||
| Training Metadata | Explanation | | ||
|---|---| | ||
| `problem` | The number (0-2) of workers who reported technical problems in this game. | | ||
| `end_panos` | The navigation nodes that compose the end region. | | ||
| `navigator` | The unique (across dialogs) ID assigned to the navigator when this game began. | | ||
| `navigator_mturk` | The unique worker ID of the navigator. | | ||
| `navigator_quality` | The 1-5 rating received by the navigator from the oracle in this game. | | ||
| `navigator_avg_quality` | The average 1-5 rating received by the navigator across all games in which they were involved. | | ||
| `oracle` | The unique (across dialogs) ID assigned to the oracle when this game began. | | ||
| `oracle_mturk` | The unique worker ID of the oracle. | | ||
| `oracle_quality` | The 1-5 rating received by the oracle from the navigator in this game. | | ||
| `oracle_avg_quality` | The average 1-5 rating received by the oracle across all games in which they were involved. | | ||
| `nav_camera` | Indexed by the `nav_idx` into the `nav_steps` and `dia_idx` into the `dialog_history` when the corresponding question was asked. The `message` is a list of camera heading adjustments that occurred since the navigator moved to the most recent navigation node (i.e., looking around before asking a question). | | ||
| `nav_steps` | The navigation nodes traversed by the navigator to the end region. | | ||
| `dialog_history` | A list of turns. Each turn has a `nav_idx` (the `player_path` list index where the utterance was transmitted), a `role` (either 'oracle' or 'navigator'), and a `message` (the utterance). | | ||
| `stop_history` | The `nav_steps` indices where the navigator guessed they had reached the goal region. | | ||
| `planner_nav_steps` | The navigation nodes along the shortest path from the starting point to the end region. | | ||
| `R2R_spl` | The R2R SPL metric of the nav steps against the end region. | | ||
| `R2R_oracle_spl` | The R2R SPL metric calculated as though the player path stopped within three meters of a node in the end region, if they passed near it. | |
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#!/bin/sh | ||
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wget https://cvdn.dev/dataset/CVDN/train_val/train.json -P tasks/NDH/data/ | ||
wget https://cvdn.dev/dataset/CVDN/train_val/val_seen.json -P tasks/NDH/data/ | ||
wget https://cvdn.dev/dataset/CVDN/train_val/val_unseen.json -P tasks/NDH/data/ |
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# Navigation from Dialog History (NDH) Task Data | ||
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A brief overview of the metadata available in each NDH instance: | ||
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#### Always Available: | ||
| Metadata | Explanation | | ||
|---|---| | ||
| `inst_idx` | The unique index of this task instance. | | ||
| `scan` | The unique scan ID of the house in which this instance took place. | | ||
| `target` | The target object for the dialog this instance was drawn from. | | ||
| `start_pano` | The `heading`, `elevation`, and panorama id `pano` of the position from which the navigator asked the last question. | | ||
| `nav_camera` | A list of camera heading adjustments that occurred since the navigator moved to the most recent navigation node (i.e., looking around before asking a question). | | ||
| `dialog_history` | A list of turns. Each turn has a `nav_idx` (the `nav_history` list index where the utterance was transmitted), a `role` (either 'oracle' or 'navigator'), and a `message` (the utterance). | | ||
| `nav_history` | The navigation nodes traversed by the navigator before the latest question. | | ||
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#### Only Available at Training Time: | ||
| Training Metadata | Explanation | | ||
|---|---| | ||
| `game_idx` | The unique index of the dialog from which this instance was drawn. | | ||
| `end_panos` | The navigation nodes that compose the end region. | | ||
| `player_path` | The navigation nodes traversed by the navigator in response to the latest answer. | | ||
| `planner_path` | The navigation nodes shown to the oracle in response to the most recent question (first 5 shortest path steps towards the `end_panos`, if there is no dialog history). | | ||
| `navigator_game_quality` | The 1-5 rating received by the navigator from the oracle in this game. | | ||
| `navigator_avg_quality` | The average 1-5 rating received by the navigator across all games in which they were involved. | | ||
| `oracle_game_quality` | The 1-5 rating received by the oracle from the navigator in this game. | | ||
| `oracle_avg_quality` | The average 1-5 rating received by the oracle across all games in which they were involved. | | ||
| `R2R_success` | The R2R success metric of the player path calculated against the last node in the planner path. | | ||
| `R2R_spl` | The R2R SPL metric of the player path against the end node of the planner path. | | ||
| `R2R_oracle_success` | The R2R success metric calculated as though the player path stopped within three meters of the last node in the planner path, or 0 if it never got close. | | ||
| `R2R_oracle_spl` | The R2R SPL metric calculated as though the player path stopped within three meters of the last node in the planner path, or 0 if it never got close. | |
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#!/bin/sh | ||
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wget https://mp-dialog.s3-us-west-2.amazonaws.com/data/v1/ndh/train.json -P tasks/NDH/data/ | ||
wget https://mp-dialog.s3-us-west-2.amazonaws.com/data/v1/ndh/val_seen.json -P tasks/NDH/data/ | ||
wget https://mp-dialog.s3-us-west-2.amazonaws.com/data/v1/ndh/val_unseen.json -P tasks/NDH/data/ | ||
wget https://cvdn.dev/dataset/NDH/train_val/train.json -P tasks/NDH/data/ | ||
wget https://cvdn.dev/dataset/NDH/train_val/val_seen.json -P tasks/NDH/data/ | ||
wget https://cvdn.dev/dataset/NDH/train_val/val_unseen.json -P tasks/NDH/data/ |