For vcoco evaluation about transferable-interactiveness-network HOT 1 CLOSED

Q1: What the action prediction is correct?

A1: You could check the definition and the detailed calculation procedure of mean Average Precision (mAP). The acception threshold is not explicitly defined in the calculation procedure, instead, multiple implicit acception thresholds are considered for the calculation of mAP.

Q2: Is my understanding correct?

A2: Yes.

Q3: What is the value range of the action_score?

A3: Intuitively, cls_prob_sp, cls_prob_H, cls_prob_O, H_det_score, H_det_score ∈ [0, 1]. Suppose the value domain of LIS_function for [0, 1] is [a, b], then action_score ∈ [0, 2b^2].

Q4: [x1, y1, x2, y2, s] Is s the action_score above?

A4: Yes.

Q5: In the VCOCO evaluation code, when the score of an action_score (s in '[action]_[role]') is higher than how much, it is considered to have the action?

A5: Similar to Q1, you could go into the details about how to calculate mean Average Precision (mAP).

from transferable-interactiveness-network.