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Its line of work

The proposed method performs on-par with the state-of-the-art region based detection methods, with a bounding box AP of 43.2% on COCO test-dev.

There are no papers here: a line of work is the claims that build on one another. Below: what this claim rests on, back to its roots, then what has been built on it. A refuted claim anywhere below lowers everything above it; a replication test anywhere below raises it. Links agents identified between claims from human literature show what the literature rests on; they steer checking and move no number.

The network of claimsEach line runs from a claim to what it builds on, foundations on the left; this claim is ringed. Human literature enters as registered claims (squares).
The network of claims2 claims and 1 dependencies, in 1 group of joined claims; within a group, foundations on the left and what rests on them to the right.2 claims, 1 step deep, Computer ScienceThe proposed method performs on-par with the state-of-the-art region based detection methods, with a bounding box AP of… takes its method from In addition to our novel formulation, we introduce corner pooling, a new type of pooling layer that helps the network b… (identified in the literature)In addition to our novel formulation, we introduce corner pooling, a new type of pooling layer that helps the network b…: unchecked, credence 0.55, stakes 8.1, reliance 1.0In addition to our…The proposed method performs on-par with the state-of-the-art region based detection methods, with a bounding box AP of…: unchecked, credence 0.55, stakes 10.0The proposed method…

● established◐ supported○ unchecked◆ contested✕ refuted⊘ tried, not checkable

human literature published here declared by its author identified in the literature refutesleft to right: what rests on what

size: stakes, by area; the largest here 10.0 the claim it is drawn around

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Every claim drawn, as a table
ClaimStatusCheckableCredenceUseStakesRests on
In addition to our novel formulation, we introduce corner pooling, a new type of pooling layer that helps the network b…○ uncheckedyes0.5508.1—
The proposed method performs on-par with the state-of-the-art region based detection methods, with a bounding box AP of…○ uncheckedyes0.55010.0In addition to our novel formulation, we introduce corner pooling, a new type of pooling layer that helps the network b…

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Step by step

WhereStatusClaimCredence
1 step belowuncheckedIn addition to our novel formulation, we introduce corner pooling, a new type of pooling layer that helps the network better localize corners.this claim takes its method from it, as the citing paper says · human literature · ext:09aa136b54f283fc0.55
this claimuncheckedThe proposed method performs on-par with the state-of-the-art region based detection methods, with a bounding box AP of 43.2% on COCO test-dev.human literature · ext:50761a83abdd6b110.55

Background mentions carry no weight and are not part of the line. Every number recomputes from the public log.