File size: 3,716 Bytes
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benchmark: SpatialGen-Bench
benchmark_version: v1.1
sample_count: 470
runtime:
framework: ProVisE
repository: https://github.com/XuWang917/ProVisE
revision: fdee9debe21e6b838d41f3ea9f2d6146bd1d24c1
policy:
construct_before_model_evaluation: true
same_protocol_across_models: true
deterministic_parser_preferred: true
original_metric_preserved: true
tasks:
counting:
capability: perception
input_mode: single
protocol: instance_marker_count
response: one green star on each target instance
parser: green_connected_components
metric: exact_count
depth:
capability: perception
input_mode: single
protocol: relative_depth
response: grayscale depth map with brighter pixels closer to the camera
parser: grayscale_coordinate_sampling
metric: accuracy
orientation:
capability: perception
input_mode: single
protocol: direction_grid
response: fill the corresponding outer cell of a 3x3 direction grid
parser: blue_cell_to_direction
metric: accuracy
size:
capability: perception
input_mode: single
protocol: grounded_size_comparison
response: mark the compared objects and show visible extent or measurement evidence
parser: constrained_generated_image_readout
metric: accuracy
relationship:
capability: understanding
input_mode: single
protocol: binary_color_presence
response: subject/object color masks for true, grayscale scene for false
parser: color_presence
metric: accuracy
perspective:
capability: understanding
input_mode: single
protocol: direction_grid
response: fill the 3x3 grid cell for the target direction from the reference viewpoint
parser: blue_cell_to_choice
metric: accuracy
mental_modeling:
capability: understanding
input_mode: multiple
protocol: top_down_scene_model
response: top-down layout with camera positions and facing directions
parser: constrained_generated_image_readout
metric: accuracy
grounding:
capability: understanding
input_mode: single
protocol: point_marker
response: one prominent cyan point inside the referred object
parser: cyan_marker_centroid
metric: point_in_mask
multihop:
capability: reasoning
input_mode: single
protocol: state_edit
response: apply the requested spatial operations while preserving unrelated content
parser: constrained_generated_image_readout
metric: accuracy
prediction:
capability: reasoning
input_mode: single
protocol: future_trajectory
response: draw one physically consistent trajectory to the predicted target
parser: constrained_generated_image_readout
metric: hole_distance_partial_credit
feasibility:
capability: reasoning
input_mode: single
protocol: fit_rendering
response: depict the queried placement at realistic scale with visible clearance or collision
parser: constrained_generated_image_readout
metric: accuracy
affordance:
capability: interaction
input_mode: single
protocol: region_mask
response: binary mask of the target affordance region
parser: binary_mask
metric: mask_precision
navigation:
capability: interaction
input_mode: single_with_candidates
protocol: state_matching
response: generate the next view after the indicated camera movement
parser: clip_candidate_matching
metric: accuracy
trajectory:
capability: interaction
input_mode: single
protocol: trajectory
response: one continuous red path from the start point to the target
parser: red_path_extraction
metric: dfd_success_at_0.4
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